Customer Relationship Management Analytics

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  customer relationship management analytics: Effective CRM using Predictive Analytics Antonios Chorianopoulos, 2016-01-19 A step-by-step guide to data mining applications in CRM. Following a handbook approach, this book bridges the gap between analytics and their use in everyday marketing, providing guidance on solving real business problems using data mining techniques. The book is organized into three parts. Part one provides a methodological roadmap, covering both the business and the technical aspects. The data mining process is presented in detail along with specific guidelines for the development of optimized acquisition, cross/ deep/ up selling and retention campaigns, as well as effective customer segmentation schemes. In part two, some of the most useful data mining algorithms are explained in a simple and comprehensive way for business users with no technical expertise. Part three is packed with real world case studies which employ the use of three leading data mining tools: IBM SPSS Modeler, RapidMiner and Data Mining for Excel. Case studies from industries including banking, retail and telecommunications are presented in detail so as to serve as templates for developing similar applications. Key Features: Includes numerous real-world case studies which are presented step by step, demystifying the usage of data mining models and clarifying all the methodological issues. Topics are presented with the use of three leading data mining tools: IBM SPSS Modeler, RapidMiner and Data Mining for Excel. Accompanied by a website featuring material from each case study, including datasets and relevant code. Combining data mining and business knowledge, this practical book provides all the necessary information for designing, setting up, executing and deploying data mining techniques in CRM. Effective CRM using Predictive Analytics will benefit data mining practitioners and consultants, data analysts, statisticians, and CRM officers. The book will also be useful to academics and students interested in applied data mining.
  customer relationship management analytics: Customer Relationship Management V. Kumar, Werner Reinartz, 2018-05-15 This book presents an extensive discussion of the strategic and tactical aspects of customer relationship management as we know it today. It helps readers obtain a comprehensive grasp of CRM strategy, concepts and tools and provides all the necessary steps in managing profitable customer relationships. Throughout, the book stresses a clear understanding of economic customer value as the guiding concept for marketing decisions. Exhaustive case studies, mini cases and real-world illustrations under the title “CRM at Work” all ensure that the material is both highly accessible and applicable, and help to address key managerial issues, stimulate thinking, and encourage problem solving. The book is a comprehensive and up-to-date learning companion for advanced undergraduate students, master's degree students, and executives who want a detailed and conceptually sound insight into the field of CRM. The new edition provides an updated perspective on the latest research results and incorporates the impact of the digital transformation on the CRM domain.
  customer relationship management analytics: CRM Jeffrey Peel, 2002-07-03 In CRM, Jeffrey Peel defines Customer Relationship Management in a radical new way by putting communications at the center. In the past, CRM was mostly about the technology, not about the customer. In this book, Peel talks about a new ethos that is beginning to fundamentally change the way organizations do business. At a technology level, CRM is increasingly about conjoined best-of-breed applications delivered via portal technologies. At a business level, it is beginning to invade traditional territories occupied by brand management or customer support. Peel shows companies how to make the shift to the new paradigm.·Defines the nature of new CRM niche solutions·Provides entirely new types of functionality that mesh seamlessly·Describes solutions focused solely on the needs of the customer
  customer relationship management analytics: Winning With Data Fiona Green, 2018-08-06 For many years, sports rights owners have had an ‘if you build it, they will come’ attitude, suggesting they take their fans for granted. Combined with advances in broadcasting quality, digital marketing, and social media, this has resulted in diminishing attendances and participation levels. The use of CRM (Customer Relationship Management), BI (Business Intelligence) and Data Analytics has therefore become integral to doing business in sports, emulating the approach used by brands such as Amazon, Netflix, and Spotify. Technology has made the world a smaller place; clubs and teams can now connect with their fans anywhere in the world, allowing them to grow their marketplace, but they operate in an ‘attention economy’ where there’s too much choice and engagement is key. This book sets out to share the processes and principles the sports industry uses to capitalise on the natural loyalty it creates. Case studies and commentary from around the world are used to demonstrate some of the practices implemented by the world’s leading sports brands including clubs Arsenal and the San Antonio Spurs. the governing bodies of UEFA and Special Olympics International, and the MLS and NHL. With a focus on our unique challenges coupled with the opportunities the use of data creates, this book is essential reading for professionals within the sports industry.
  customer relationship management analytics: Customer Relationship Management Michael Pearce, 2021-03-08 CRM first entered the business vocabulary in the early 90’s; initially as a systems driven technical solution. It has since escalated in importance as system providers increased their market penetration of the business market and, in parallel, CRM’s strategic importance gained more traction as it was recognized that CRM was, at its heart, a business model in the pursuit of sustainable profit. This was accentuated by the academic community stepping up their interest in the subject in the early 2000’s. Today, it is a universal business topic which has been re-engineered by the online shopping revolution in which the customer is firmly placed at the center of the business. The current reality, however, is that, for the vast majority of businesses, CRM has not been adopted as a business philosophy and practicing business model. It has not been fully understood and therefore fully embraced and properly implemented. The author addresses this head-on by stripping CRM down into its component parts by delving into and explaining the role and relevance of the C, R, and M in CRM. This is a practical guide but set within a strategic framework. The outage is clear actionable insights and how to convert them into delivery. It is written in an easily digestible, non-jargon style, with case studies to demonstrate how CRM works. This book can be immediately used as the primary practical reference to guide the development and implementation of a CRM strategy.
  customer relationship management analytics: Customer Relationship Management Francis Buttle, 2009 This title presents an holistic view of CRM, arguing that its essence concerns basic business strategy - developing and maintaining long-term, mutually beneficial relationships with strategically significant customers - rather than the operational tools which achieve these aims.
  customer relationship management analytics: Customer Relationship Management V. Kumar, Werner Reinartz, 2012-04-30 Customer relationship management (CRM) as a strategy and as a technology has gone through an amazing evolutionary journey. The initial technological approach was followed by many disappointing initiatives only to see the maturing of the underlying concepts and applications in recent years. Today, CRM represents a strategy, a set of tactics, and a technology that have become indispensible in the modern economy. This book presents an extensive treatment of the strategic and tactical aspects of customer relationship management as we know it today. It stresses developing an understanding of economic customer value as the guiding concept for marketing decisions. The goal of the book is to serve as a comprehensive and up-to-date learning companion for advanced undergraduate students, master's degree students, and executives who want a detailed and conceptually sound insight into the field of CRM.
  customer relationship management analytics: Accelerating Customer Relationships Ronald S. Swift, 2001 Preface Corporations that achieve high customer retention and high customer profitability aim for: The right product (or service), to the right customer, at the right price, at the right time, through the right channel, to satisfy the customer's need or desire. Information Technology—in the form of sophisticated databases fed by electronic commerce, point-of-sale devices, ATMs, and other customer touch points—is changing the roles of marketing and managing customers. Information and knowledge bases abound and are being leveraged to drive new profitability and manage changing relationships with customers. The creation of knowledge bases, sometimes called data warehouses or Info-Structures, provides profitable opportunities for business managers to define and analyze their customers' behavior to develop and better manage short- and long-term relationships. Relationship Technology will become the new norm for the use of information and customer knowledge bases to forge more meaningful relationships. This will be accomplished through advanced technology, processes centered on the customers and channels, as well as methodologies and software combined to affect the behaviors of organizations (internally) and their customers/channels (externally). We are quickly moving from Information Technology to Relationship Technology. The positive effect will be astounding and highly profitable for those that also foster CRM. At the turn of the century, merchants and bankers knew their customers; they lived in the same neighborhoods and understood the individual shopping and banking needs of each of their customers. They practiced the purest form of Customer Relationship Management (CRM). With mass merchandising and franchising, customer relationships became distant. As the new millennium begins, companies are beginning to leverage IT to return to the CRM principles of the neighborhood store and bank. The customer should be the primary focus for most organizations. Yet customer information in a form suitable for marketing or management purposes either is not available, or becomes available long after a market opportunity passes, therefore CRM opportunities are lost. Understanding customers today is accomplished by maintaining and acting on historical and very detailed data, obtained from numerous computing and point-of-contact devices. The data is merged, enriched, and transformed into meaningful information in a specialized database. In a world of powerful computers, personal software applications, and easy-to-use analytical end-user software tools, managers have the power to segment and directly address marketing opportunities through well managed processes and marketing strategies. This book is written for business executives and managers interested in gaining advantage by using advanced customer information and marketing process techniques. Managers charged with managing and enhancing relationships with their customers will find this book a profitable guide for many years. Many of today's managers are also charged with cutting the cost of sales to increase profitability. All managers need to identify and focus on those customers who are the most profitable, while, possibly, withdrawing from supporting customers who are unprofitable. The goal of this book is to help you: identify actions to categorize and address your customers much more effectively through the use of information and technology, define the benefits of knowing customers more intimately, and show how you can use information to increase turnover/revenues, satisfaction, and profitability. The level of detailed information that companies can build about a single customer now enables them to market through knowledge-based relationships. By defining processes and providing activities, this book will accelerate your CRM learning curve, and provide an effective framework that will enable your organization to tap into the best practices and experiences of CRM-driven companies (in Chapter 14). In Chapter 6, you will have the opportunity to learn how to (in less than 100 days) start or advance, your customer database or data warehouse environment. This book also provides a wider managerial perspective on the implications of obtaining better information about the whole business. The customer-centric knowledge-based info-structure changes the way that companies do business, and it is likely to alter the structure of the organization, the way it is staffed, and, even, how its management and employees behave. Organizational changes affect the way the marketing department works and the way that it is perceived within the organization. Effective communications with prospects, customers, alliance partners, competitors, the media, and through individualized feedback mechanisms creates a whole new image for marketing and new opportunities for marketing successes. Chapter 14 provides examples of companies that have transformed their marketing principles into CRM practices and are engaging more and more customers in long-term satisfaction and higher per-customer profitability. In the title of this book and throughout its pages I have used the phrase Relationship Technologies to describe the increasingly sophisticated data warehousing and business intelligence technologies that are helping companies create lasting customer relationships, therefore improving business performance. I want to acknowledge that this phrase was created and protected by NCR Corporation and I use this trademark throughout this book with the company's permission. Special thanks and credit for developing the Relationship Technologies concept goes to Dr. Stephen Emmott of NCR's acclaimed Knowledge Lab in London. As time marches on, there is an ever-increasing velocity with which we communicate, interact, position, and involve our selves and our customers in relationships. To increase your Return on Investment (ROI), the right information and relationship technologies are critical for effective Customer Relationship Management. It is now possible to: know who your customers are and who your best customers are stimulate what they buy or know what they won't buy time when and how they buy learn customers' preferences and make them loyal customers define characteristics that make up a great/profitable customer model channels are best to address a customer's needs predict what they may or will buy in the future keep your best customers for many years This book features many companies using CRM, decision-support, marketing databases, and data-warehousing techniques to achieve a positive ROI, using customer-centric knowledge-bases. Success begins with understanding the scope and processes involved in true CRM and then initiating appropriate actions to create and move forward into the future. Walking the talk differentiates the perennial ongoing winners. Reinvestment in success generates growth and opportunity. Success is in our ability to learn from the past, adopt new ideas and actions in the present, and to challenge the future. Respectfully, Ronald S. Swift Dallas, Texas June 2000
  customer relationship management analytics: Customer Relationship Management SCN Education, 2013-11-11 This HOTT Guide defines CRM from different points of view: sales, marketing, customer support and technology. By presenting white papers on the technology, business cases, reports sharing the major trends occurring in the CRM marketplace, interviews with experts in the CRM-field, and a special chapter dedicated to the implementation of CRM in callcenters, the reader will have the most complete file on CRM possible at his disposition.
  customer relationship management analytics: The Data Bonanza Malcolm Atkinson, Rob Baxter, Peter Brezany, Oscar Corcho, Michelle Galea, Mark Parsons, David Snelling, Jano van Hemert, 2013-03-19 Complete guidance for mastering the tools and techniques of the digital revolution With the digital revolution opening up tremendous opportunities in many fields, there is a growing need for skilled professionals who can develop data-intensive systems and extract information and knowledge from them. This book frames for the first time a new systematic approach for tackling the challenges of data-intensive computing, providing decision makers and technical experts alike with practical tools for dealing with our exploding data collections. Emphasizing data-intensive thinking and interdisciplinary collaboration, The Data Bonanza: Improving Knowledge Discovery in Science, Engineering, and Business examines the essential components of knowledge discovery, surveys many of the current research efforts worldwide, and points to new areas for innovation. Complete with a wealth of examples and DISPEL-based methods demonstrating how to gain more from data in real-world systems, the book: Outlines the concepts and rationale for implementing data-intensive computing in organizations Covers from the ground up problem-solving strategies for data analysis in a data-rich world Introduces techniques for data-intensive engineering using the Data-Intensive Systems Process Engineering Language DISPEL Features in-depth case studies in customer relations, environmental hazards, seismology, and more Showcases successful applications in areas ranging from astronomy and the humanities to transport engineering Includes sample program snippets throughout the text as well as additional materials on a companion website The Data Bonanza is a must-have guide for information strategists, data analysts, and engineers in business, research, and government, and for anyone wishing to be on the cutting edge of data mining, machine learning, databases, distributed systems, or large-scale computing.
  customer relationship management analytics: Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry Chkoniya, Valentina, 2021-06-25 The contemporary world lives on the data produced at an unprecedented speed through social networks and the internet of things (IoT). Data has been called the new global currency, and its rise is transforming entire industries, providing a wealth of opportunities. Applied data science research is necessary to derive useful information from big data for the effective and efficient utilization to solve real-world problems. A broad analytical set allied with strong business logic is fundamental in today’s corporations. Organizations work to obtain competitive advantage by analyzing the data produced within and outside their organizational limits to support their decision-making processes. This book aims to provide an overview of the concepts, tools, and techniques behind the fields of data science and artificial intelligence (AI) applied to business and industries. The Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry discusses all stages of data science to AI and their application to real problems across industries—from science and engineering to academia and commerce. This book brings together practice and science to build successful data solutions, showing how to uncover hidden patterns and leverage them to improve all aspects of business performance by making sense of data from both web and offline environments. Covering topics including applied AI, consumer behavior analytics, and machine learning, this text is essential for data scientists, IT specialists, managers, executives, software and computer engineers, researchers, practitioners, academicians, and students.
  customer relationship management analytics: Data Mining Techniques in CRM Konstantinos K. Tsiptsis, Antonios Chorianopoulos, 2011-08-24 This is an applied handbook for the application of data mining techniques in the CRM framework. It combines a technical and a business perspective to cover the needs of business users who are looking for a practical guide on data mining. It focuses on Customer Segmentation and presents guidelines for the development of actionable segmentation schemes. By using non-technical language it guides readers through all the phases of the data mining process.
  customer relationship management analytics: Neuromarketing and Big Data Analytics for Strategic Consumer Engagement: Emerging Research and Opportunities de Sousa, Joana Coutinho, 2017-12-30 A new sub-area of marketing is emerging called neuromarketing. It combines psychology, neuroscience, and economics with the study of consumer motivations. This is leading to the creation of new technological approaches that enable companies to read the customer's mind and tailor marketing practices, products, and services. Neuromarketing and Big Data Analytics for Strategic Consumer Engagement: Emerging Research and Opportunities provides emerging information on the issues involved in the field of neuromarketing, including models, technologies, and the methodology of this field. Highlighting the intricacies of neuroscience, biometrics, multimedia technology, marketing strategy, and big data management, this book is an ideal resource for researchers, neuroscientists, marketers, suppliers, customers, and investors seeking current research on the integration of new neuromarketing trends and technologies.
  customer relationship management analytics: Fuzzy Methods for Customer Relationship Management and Marketing: Applications and Classifications Meier, Andreas, 2012-01-31 This book explores the possibilities and advantages created by fuzzy methods through the presentation of thorough research and case studies--Provided by publisher.
  customer relationship management analytics: Customer Relationship Management Samit Chakravorti, 2023-02-23 Customer Relationship Management: A Global Approach provides a uniquely global, holistic, strategic and tactical grounding in managing customer and other stakeholder experiences and relationships across the value chain, cultures and countries. Reflecting the global structures of companies operating today, the author draws on his research knowledge alongside industry and teaching experience to connect Customer Relationship Management (CRM) core concepts, processes and strategies with international business opportunities and challenges, including globalization and cross-cultural marketing. Emphasis is placed on the need for developing cross-cultural skills and cultural intelligence for identifying and fulfilling cross country CRM opportunities, through analytical, strategic, operational and social CRM projects. Written in an accessible style throughout, the eleven chapters provide ample depth to support a full course related to CRM, spanning: · CRM foundations · planning and implementation · managing stakeholder relationships · improving global CRM implementation Wide-ranging case studies include: Royal Bank of Scotland, the Nike hijab, Instagram, HubSpot and the pharmaceutical industry in India. The text will appeal to advanced undergraduate and graduate students studying CRM, Relationship Marketing and International Marketing, as well as CRM and marketing practitioners. Samit Chakravorti is an Associate Professor of Marketing at Western Illinois University in the United States.
  customer relationship management analytics: Customer Relationship Management Daniel D. Prior, Francis Buttle, Stan Maklan, 2024-01-23 This highly regarded textbook provides the definitive account of Customer Relationship Management (CRM) concepts, applications, and technologies, focusing on how companies can create and maintain mutually beneficial relationships with customers. Readers will gain a thorough understanding of the conceptual foundations of CRM, see CRM in practice through illustrative case examples and exercises, and understand how to organise customer data gathering, analysis, and presentation for decision making. The book achieves these outcomes by first considering strategic CRM before moving into operational CRM and, finally, onto analytical aspects of CRM. The fifth edition has been fully updated to include: A series of new case examples to illustrate CRM within various regional and industrial contexts, including those relevant to large, medium, and small enterprises A series of new exercises and discussion questions to help readers understand CRM concepts and to support pedagogical processes, particularly in higher education environments A greater emphasis on managerial applications of CRM through new content to help guide managers An updated account of new and emerging technologies relevant to CRM Expanded coverage of customer experience (CX), customer engagement (CE), and customer journey management (CJM) Customer Relationship Management is essential reading for advanced undergraduate and postgraduate students studying CRM, Sales Management, Customer Experience Management, and Relationship Marketing, as well as executives who oversee CRM functions. Online resources include an Instructor’s Manual, chapter-by-chapter PowerPoint slides, and a bank of exam questions.
  customer relationship management analytics: The Customer Differential Melinda Nykamp, 2001 This text provides step-by-step guidelines for implementing customer relationship management (CRM) throughout an organization. This book explains: the benefits of CRM, the planning, change management, business metrics and analytics, systems and technology, and measuring the impact of CRM.
  customer relationship management analytics: Customer Relationship Management Francis Buttle, Stan Maklan, 2019-04-24 Customer Relationship Management, Fourth Edition continues to be the go-to CRM guide explaining with unrivalled clarity what CRM is, its uses, benefits and implementation. Buttle and Maklan take a managerial perspective to track the role of CRM throughout the customer journey stages of acquisition, retention and development. Theoretically sound and managerially relevant, the book is liberally illustrated with examples of technology applications that support marketing, sales and service teams as they interact with customers, but assumes no deep technical knowledge on the reader’s part. The book is structured around three core types of CRM – strategic, operational and analytical – and throughout each chapter, case illustrations of CRM in practice and images of CRM software demystify the technicalities. Ideal as a core textbook for advanced undergraduate and postgraduate students on CRM or related courses such as relationship marketing, digital marketing, customer experience management or key account management, the book is equally valuable to industry professionals, managers involved in CRM programs and those pursuing professional qualifications or accreditation in marketing, sales or service management. NEW TO THIS EDITION: New and updated international case illustrations throughout New and updated screenshots from CRM applications Fully updated to reflect the evolving CRM landscape, including extended coverage of: Big data and its influence on CRM Artificial intelligence (AI) Advances in CRM analytics The relationships between CRM and customer experience management The role of social media in customer management strategy Real-time marketing Chatbots and innovative customer self-service Privacy and data security Updated lecturer support materials online
  customer relationship management analytics: Insights, Innovation, and Analytics for Optimal Customer Engagement Nagaraj, Samala, 2021-02-12 Engaging customers has become an effective strategy of marketers for improving customer-brand relationships as customer engagement is a perfect predictor of organic growth. Aggressive sales promotions, advertising campaigns, rewards, discounts, and more may attract a customer, but customer engagement creates an emotional connection with the brands/firms/services, which drives customer loyalty and long-term profitability. This has become much more applicable and effective with the use of social media platforms and the increased access of internet. Moreover, the implementation of customer analytics to measure engagement activities has provided marketers with more insights for improving services. Insights, Innovation, and Analytics for Optimal Customer Engagement is an advanced reference book that covers the latest emerging research in customer engagement and includes underlying theories, innovative methods, a review of existing literature, engagement analytics, and insights for marketers with reference to customer engagement. The book covers various product categories, industries, and sectors that are working to engage customers in inventive and creative ways. This book is a comprehensive reference tool for marketers, brand managers, social media specialists, advertisers, managers, executives, academicians, researchers, practitioners, and students interested in gaining comprehensive knowledge about customer engagement and the latest advancements in the field.
  customer relationship management analytics: The The Art of CRM Max Fatouretchi, 2019-05-22 This CRM masterclass gives you a proven approach to modern customer relationship management Key FeaturesProven techniques to architect CRM systems that perform well, that are built on time and on budget, and that deliver value for many yearsCombines technical knowledge and business experience to provide a powerful guide to CRM implementationCovers modern CRM opportunities and challenges including machine learning, cloud hosting, and GDPR complianceBook Description CRM systems have delivered huge value to organizations. This book shares proven and cutting-edge techniques to increase the power of CRM even further. In The Art of CRM, Max Fatouretchi shares his decades of experience building successful CRM systems that make a real difference to business performance. Through clear processes, actionable advice, and informative case studies, The Art of CRM teaches you to design successful CRM systems for your clients. Fatouretchi, founder of Academy4CRM institute, draws on his experience over 20 years and 200 CRM implementations worldwide. Bringing CRM bang up to date, The Art of CRM shows how to add AI and machine learning, ensure compliance with GDPR, and choose between on-premise, cloud, and hybrid hosting solutions. If you’re looking for an expert guide to real-world CRM implementations, this book is for you. What you will learnDeliver CRM systems that are on time, on budget, and bring lasting value to organizationsBuild CRM that excels at operations, analytics, and collaborationGather requirements effectively: identify key pain points, objectives, and functional requirementsDevelop customer insight through 360-degree client view and client profilingTurn customer requirements into a CRM design specArchitect your CRM platformBring machine learning and artificial intelligence into your CRM systemEnsure compliance with GDPR and other critical regulationsChoose between on-premise, cloud, and hybrid hosting solutionsWho this book is for CRM practitioners who want to update their work with new, proven techniques and approaches
  customer relationship management analytics: Diverse Methods in Customer Relationship Marketing and Management Lee, In, 2018-05-25 Consumer interaction and engagement are vital components to help marketers maintain a lasting relationship with their customers. By developing positive relationships with consumers, businesses can better maintain their customers’ loyalty. Diverse Methods in Customer Relationship Marketing and Management is a critical scholarly resource that examines how marketing has shifted to a relationship-oriented model. Due to this, there is an increased need for customer relationship marketing and management to emerge as an invaluable approach to strengthening companies and the customer experience. Featuring coverage on a wide range of topics such as relational marketing technology acceptance model, and consumer buying behavior, this book is a vital resource for marketing professionals, managers, retailers, advertising executives, academicians, and researchers seeking current research on the challenges and opportunities in customer relationship marketing and management.
  customer relationship management analytics: Customer Relationship Management R. Shanthi, 2019-06-05 CUSTOMER RELATIONSHIP MANAGEMENTOPERATIONAL CRMANALYTICAL CRMCOLLABORATIVE CRMRELATIONSHIP MANAGEMENTTHE CRM MODELSELECTRONIC CUSTOMER RELATIONSHIP MANAGEMENT (E-CRM)CRM IMPLEMENTATIONAPPLICATIONS OF CRM IN HEALTH SECTORFINANCIAL SYSTEM OVERVIEWAPPLICATIONS OF CRM IN THE MANUFACTURING SECTORAPPLICATION OF CRM IN RETAIL SECTORAPPLICATION OF CRM INTELECOM SECTORFUTURE OF CRMConclusionReferenceIndex
  customer relationship management analytics: Data Mining Techniques Michael J. A. Berry, Gordon S. Linoff, 2004-04-09 Many companies have invested in building large databases and data warehouses capable of storing vast amounts of information. This book offers business, sales and marketing managers a practical guide to accessing such information.
  customer relationship management analytics: Creating Value with Big Data Analytics Peter C. Verhoef, Edwin Kooge, Natasha Walk, 2016-01-08 Our newly digital world is generating an almost unimaginable amount of data about all of us. Such a vast amount of data is useless without plans and strategies that are designed to cope with its size and complexity, and which enable organisations to leverage the information to create value. This book is a refreshingly practical, yet theoretically sound roadmap to leveraging big data and analytics. Creating Value with Big Data Analytics provides a nuanced view of big data development, arguing that big data in itself is not a revolution but an evolution of the increasing availability of data that has been observed in recent times. Building on the authors’ extensive academic and practical knowledge, this book aims to provide managers and analysts with strategic directions and practical analytical solutions on how to create value from existing and new big data. By tying data and analytics to specific goals and processes for implementation, this is a much-needed book that will be essential reading for students and specialists of data analytics, marketing research, and customer relationship management.
  customer relationship management analytics: MASTERING DATA MINING: THE ART AND SCIENCE OF CUSTOMER RELATIONSHIP MANAGEMENT Michael J. A. Berry, Gordon S. Linoff, 2008-09-01 Special Features: · Best-in-class data mining techniques for solving critical problems in all areas of business· Explains how to pick the right data mining techniques for specific problems· Shows how to perform analysis and evaluate results· Features real-world examples from across various industry sectors· Companion Web site with updates on data mining products and service providers About The Book: Companies have invested in building data warehouses to capture vast amounts of customer information. The payoff comes with mining or getting access to the data within this information gold mine to make better business decisions. Readers and reviewers loved Berry and Linoff's first book, Data Mining Techniques, because the authors so clearly illustrate practical techniques with real benefits for improved marketing and sales. Mastering Data Mining takes off from there-assuming readers know the basic techniques covered in the first book, the authors focus on how to best apply these techniques to real business cases. They start with simple applications and work up to the most powerful and sophisticated examples over the course of about 20 cases. (Ralph Kimball used this same approach in his highly successful Data Warehouse Toolkit). As with their first book, Mastering Data Mining is sufficiently technical for database analysts, but is accessible to technically savvy business and marketing managers. It should also appeal to a new breed of database marketing managers.
  customer relationship management analytics: Adoption and Implementation of AI in Customer Relationship Management Singh, Surabhi, 2021-10-15 Integration of artificial intelligence (AI) into customer relationship management (CRM) automates the sales, marketing, and services in organizations. An AI-powered CRM is capable of learning from past decisions and historical patterns to score the best leads for sales. AI will also be able to predict future customer behavior. These tactics lead to better and more effective marketing strategies and increases the scope of customer services, which allow businesses to build healthier relationships with their consumer base. Adoption and Implementation of AI in Customer Relationship Management is a critical reference source that informs readers about the transformations that AI-powered CRM can bring to organizations in order to build better services that create more productive relationships. This book uses the experience of past decisions and historical patterns to discuss the ways in which AI and CRM lead to better analytics and better decisions. Discussing topics such as personalization, quality of services, and CRM in the context of diverse industries, this book is an important resource for marketers, brand managers, IT specialists, sales specialists, managers, students, researchers, professors, academicians, and stakeholders.
  customer relationship management analytics: Customer Relationship Management Lieutenant. Dr. J. Ashok Kumar, Dr. Kota Sreenivasa Murthy, 2021-11-01 This book is designed for a one-semester BBA course although under no circumstance is it imagined that the entire book be covered. For undergraduate students just learning about Consumer Relationship Management or graduate students advancing their CRM, this book is delivered not only a teachable textbook but a valued reference for the future Purposes. You’ll also find Unit Description, Learning Objectives, Outcomes, cases, Multiple Choice Questions, and some reference book materials for each unit under four Modules along with the content of this book. With all this chapter summaries, key terms, questions, and exercises this book will truly appeal to upper-level students of customer relationship management. Because of customer relationship management is a core business strategy this book demonstrates how it has influence across the entire business, in areas such as Consumer Life style, CRM strategy and its implementation, CRM process, Effective Management of CRM, Influence of Technology in CRM, operational CRM, Operational analytics in CRM, E-CRM, IT implications in CRM and its Corporate applications. Book Chapter structure: This book comprises of four modules, each with three units. Thus you can find a total of 12 units in analogous with CRM key concepts. Case Section: In this book each unit is assigned with a case section, to make the book more user friendly yet give faculty members tremendous flexibility in choosing case materials for use in class discussions or testing. Thus this book will be crisp, practical and stimulating with practical examples and provides a step-by-step pragmatic approach to the application of CRM in business. The coverage of CRM technology is an enhancing feature of this book. Well-grounded academically, this book is equally beneficial for management students. Overall, it sets out a comprehensive reference guide to business success
  customer relationship management analytics: The Definitive Guide to Social CRM Barton J. Goldenberg, 2015 Social CRM is already enabling innovative companies to engage customers through powerfully effective two-way dialogues, and to build customer-centric strategies that drive real value. In this book the field's leading expert offers a proven, four-step methodology for making Social CRM work in any organization: B2B, B2C, or B2B2C. Writing for both decision-makers and implementers, Barton Goldenberg shows how to integrate people, process and technology to optimize relationships with every customer, achieve seamless collaboration across customer-facing functions, and make the most of today's leading social platforms. Goldenberg shows how to: Systematically harvest information from Social Media conversations and communities: Facebook, Twitter, LinkedIn, Google+, and beyond Integrate this information into expanded customer profiles Use these profiles to personalize your customer service, marketing messages, and sales offers far more effectively Goldenberg assesses the changing impact of social media on customer relationships, identifies smarter ways to profitably integrate it throughout your business, guides you through Social CRM planning and implementation, and examines key challenges and opportunities in leveraging Social CRM after you've deployed it. You'll find practical advice on issues ranging from strategy to software selection, vendor negotiation to team development and day-to-day operations. Goldenberg concludes by previewing the future of Social CRM - and the fast-changing customer tomorrow's systems must serve.
  customer relationship management analytics: Strategic Customer Relationship Management in the Age of Social Media Khanlari, Amir, 2015-07-16 In today's society, organizations are looking to optimize potential social interactions and increase familiarity with customers by developing relationships with various stakeholders through social media platforms. Strategic Customer Relationship Management in the Age of Social Media provides a variety of strategies, applications, tools, and techniques for corporate success in social media in a coherent and conceptual framework. In this book, upper-level students, interdisciplinary researchers, academicians, professionals, practitioners, scientists, executive managers, and consultants of marketing and CRM in profit and non-profit organizations will find the resources necessary to adopt and implement social CRM strategies within their organizations. This publication provides an advanced and categorized variety of strategies, applications, and tools for successful Customer Relationship Management including, but not limited to, social CRM strategies and technologies, creation and management of customers' networks, customer dynamics, social media analytics, customer intelligence, word of mouth advertising, customer value models, and social media channel management.
  customer relationship management analytics: CUSTOMER RELATIONSHIP MANAGEMENT Dr. Manjula A Soudatti, : • Retaining existing customers by understanding their needs and preferences. • Enhancing customer satisfaction through personalized experiences and prompt service. • Acquiring new customers by identifying and targeting potential leads effectively. • Improving communication through various channels to engage with customers. • Centralizing and managing customer data for insightful analysis and informed decision-making. • Increasing operational efficiency by automating tasks and optimizing workflows. • Identifying opportunities for cross-selling and upselling based on customer behavior. • Fostering brand loyalty and advocacy through exceptional service and personalized interactions. • Gathering feedback for continuous improvement and refining products and services.
  customer relationship management analytics: Customer Relationship Management Srivastava Mallika, With the aim of developing a successful CRM program this book begins with defining CRM and describing the elements of total customer experience, focusing on the front-end organizations that directly touch the customer. The book further discusses dynamics in CRM in services, business market, human resource and rural market. It also discusses the technology aspects of CRM like data mining, technological tools and most importantly social CRM. The book can serve as a guide for deploying CRM in an organization stating the critical success factors. KEY FEATURES • Basic concepts of CRM and environmental changes that lead to CRM adoption • Technological advancements that have served as catalyst for managing relationships • Customer strategy as a necessary and important element for managing every successful organization • CRM is not about developing a friendly relationship with the customers but involves developing strategies for retention, and using them for achieving very high levels of customer satisfaction • The concept of customer loyalty management as an important business strategy • The role of CRM in business market • The importance of people factor for the organization from the customer's perspective • Central role of customer related databases to successfully deliver CRM objectives • Data, people, infrastructure, and budget are the four main areas that support the desired CRM strategy
  customer relationship management analytics: Designing a Data Warehouse Chris Todman, 2001 PLEASE PROVIDE COURSE INFORMATION PLEASE PROVIDE
  customer relationship management analytics: Customer Relationship Management Chaturvedi, 2006-03-30 About the Book: Customer Relationship Management CRM was born in the 1990s in the West. In the initial phases, the over enthusiastic businesses invested almost US$ 400 billion. But, the very same businesses were disheartened very soon primarily because there were no * visible. And, there were no quick results mainly because 80 per cent of the investments were made in technology. 'CRM' meant 'technology' to them then; 'CRM' means 'technology' to them even today. However, no business need bother so long as it is ready to go by the 'human' aspect of CRM, and take technology only as a facilitator. This book is an attempt to present this 'human' side of CRM. The authors' belief is that, in the long-term, CRM can be successful only due to its 'human' face. The book is arranged in three Parts. Part I, Customer Relationship Management, contains the academic inputs titled as Customer is King, Customer Managed Relationships MINI-Marketing, Types of CRM, Building Blocks of CRM & CRM Strategies, Customer Relationship Management by Indian Firms, Customer Retention Strategies, HRM in CRM, and Implementing a Technology-based CRM Solution. Part II, Call Centre Management, covers the areas concerning the working of a call centre titled as The Call Centre, Call Centre Functionality, Team Building, Customer Relationship Management, Web-based Customer Support, and Contact Centre Glossary. Part III, Cases, gives a first-hand idea of the working of CRM in the more peculiar contexts, like public sector undertakings through five well documented cases. Contents Part I: Customer Relationship Management, Customer is King, Customer Managed Relationships-Mini-Marketing, Types of CRM, Building Blocks of CRM & CRM Strategy, Customer Relationship Management by Indian Firms, Customer Retention Strategies, HRM in CRM, Implementing a Technology-based CRM Solution, Future Trends in CRM Part II: Call Centre Management, The Call Centre, Call Centre Functionality, Team Building, Customer Relatio
  customer relationship management analytics: Sport Business Analytics C. Keith Harrison, Scott Bukstein, 2016-11-18 Developing and implementing a systematic analytics strategy can result in a sustainable competitive advantage within the sport business industry. This timely and relevant book provides practical strategies to collect data and then convert that data into meaningful, value-added information and actionable insights. Its primary objective is to help sport business organizations utilize data-driven decision-making to generate optimal revenue from such areas as ticket sales and corporate partnerships. To that end, the book includes in-depth case studies from such leading sports organizations as the Orlando Magic, Tampa Bay Buccaneers, Duke University, and the Aspire Group. The core purpose of sport business analytics is to convert raw data into information that enables sport business professionals to make strategic business decisions that result in improved company financial performance and a measurable and sustainable competitive advantage. Readers will learn about the role of big data and analytics in: Ticket pricing Season ticket member retention Fan engagement Sponsorship valuation Customer relationship management Digital marketing Market research Data visualization. This book examines changes in the ticketing marketplace and spotlights innovative ticketing strategies used in various sport organizations. It shows how to engage fans with social media and digital analytics, presents techniques to analyze engagement and marketing strategies, and explains how to utilize analytics to leverage fan engagement to enhance revenue for sport organizations. Filled with insightful case studies, this book benefits both sports business professionals and students. The concluding chapter on teaching sport analytics further enhances its value to academics.
  customer relationship management analytics: Analytical CRM Markus Wübben, 2009-02-26 Using empirical analyses on the basis of sound theoretical foundations, Markus Wübben shows how customer relationships can be broadened, i.e., how customers’ cross-buying behavior can be stimulated and how customers’ relationship length and depth, meaning customers’ activity and purchase-levels, can be predicted.
  customer relationship management analytics: The Enterprise Big Data Lake Alex Gorelik, 2019-02-21 The data lake is a daring new approach for harnessing the power of big data technology and providing convenient self-service capabilities. But is it right for your company? This book is based on discussions with practitioners and executives from more than a hundred organizations, ranging from data-driven companies such as Google, LinkedIn, and Facebook, to governments and traditional corporate enterprises. You’ll learn what a data lake is, why enterprises need one, and how to build one successfully with the best practices in this book. Alex Gorelik, CTO and founder of Waterline Data, explains why old systems and processes can no longer support data needs in the enterprise. Then, in a collection of essays about data lake implementation, you’ll examine data lake initiatives, analytic projects, experiences, and best practices from data experts working in various industries. Get a succinct introduction to data warehousing, big data, and data science Learn various paths enterprises take to build a data lake Explore how to build a self-service model and best practices for providing analysts access to the data Use different methods for architecting your data lake Discover ways to implement a data lake from experts in different industries
  customer relationship management analytics: Big Data, Big Analytics Michael Minelli, Michele Chambers, Ambiga Dhiraj, 2013-01-22 Unique prospective on the big data analytics phenomenon for both business and IT professionals The availability of Big Data, low-cost commodity hardware and new information management and analytics software has produced a unique moment in the history of business. The convergence of these trends means that we have the capabilities required to analyze astonishing data sets quickly and cost-effectively for the first time in history. These capabilities are neither theoretical nor trivial. They represent a genuine leap forward and a clear opportunity to realize enormous gains in terms of efficiency, productivity, revenue and profitability. The Age of Big Data is here, and these are truly revolutionary times. This timely book looks at cutting-edge companies supporting an exciting new generation of business analytics. Learn more about the trends in big data and how they are impacting the business world (Risk, Marketing, Healthcare, Financial Services, etc.) Explains this new technology and how companies can use them effectively to gather the data that they need and glean critical insights Explores relevant topics such as data privacy, data visualization, unstructured data, crowd sourcing data scientists, cloud computing for big data, and much more.
  customer relationship management analytics: Customer Relationship Management Roger J. Baran, Robert J. Galka, 2016-12-08 This book balances the behavioral and database aspects of customer relationship management, providing students with a comprehensive introduction to an often overlooked, but important aspect of marketing strategy. Baran and Galka deliver a book that helps students understand how an enhanced customer relationship strategy can differentiate an organization in a highly competitive marketplace. This edition has several new features: Updates that take into account the latest research and changes in organizational dynamics, business-to-business relationships, social media, database management, and technology advances that impact CRM New material on big data and the use of mobile technology An overhaul of the social networking chapter, reflecting the true state of this dynamic aspect of customer relationship management today A broader discussion of the relationship between CRM and the marketing function, as well as its implications for the organization as a whole Cutting edge examples and images to keep readers engaged and interested A complete typology of marketing strategies to be used in the CRM strategy cycle: acquisition, retention, and win-back of customers With chapter summaries, key terms, questions, exercises, and cases, this book will truly appeal to upper-level students of customer relationship management. Online resources, including PowerPoint slides, an instructor’s manual, and test bank, provide instructors with everything they need for a comprehensive course in customer relationship management.
  customer relationship management analytics: Creating Value with Data Analytics in Marketing Peter C. Verhoef, Edwin Kooge, Natasha Walk, Jaap E. Wieringa, 2021-11-07 The key competing texts are practitioner-focused ‘how to’ guides, whilst our book combines rigorous theory with practical insight and examples, with authors from both the academic and business world, making it more adoptable as a student text; Unlike other books on the subject, this has a customer focus and an exploration of how big data can add value to customers as well as organisations; Enables readers to move from big data to big solutions by demonstrating how to integrate data analytics into specific goals and processes for implementation; Highly successful and well regarded both for students and practitioners
  customer relationship management analytics: Customer Relationship Management Francis Buttle, Stan Maklan, 2019-04-24 Customer Relationship Management, Fourth Edition continues to be the go-to CRM guide explaining with unrivalled clarity what CRM is, its uses, benefits and implementation. Buttle and Maklan take a managerial perspective to track the role of CRM throughout the customer journey stages of acquisition, retention and development. Theoretically sound and managerially relevant, the book is liberally illustrated with examples of technology applications that support marketing, sales and service teams as they interact with customers, but assumes no deep technical knowledge on the reader’s part. The book is structured around three core types of CRM – strategic, operational and analytical – and throughout each chapter, case illustrations of CRM in practice and images of CRM software demystify the technicalities. Ideal as a core textbook for advanced undergraduate and postgraduate students on CRM or related courses such as relationship marketing, digital marketing, customer experience management or key account management, the book is equally valuable to industry professionals, managers involved in CRM programs and those pursuing professional qualifications or accreditation in marketing, sales or service management. NEW TO THIS EDITION: New and updated international case illustrations throughout New and updated screenshots from CRM applications Fully updated to reflect the evolving CRM landscape, including extended coverage of: Big data and its influence on CRM Artificial intelligence (AI) Advances in CRM analytics The relationships between CRM and customer experience management The role of social media in customer management strategy Real-time marketing Chatbots and innovative customer self-service Privacy and data security Updated lecturer support materials online
consumer、customer、client 有何区别? - 知乎
对于customer和consumer,我上marketing的课的时候区分过这两个定义。 customer behavior:a broad term that covers individual consumers who buy goods and services for their own use and …

Consumer与customer有区别吗?具体作什么区别? - 知乎
Mar 18, 2014 · 一般把 customer 翻译做 “客户“ 比如你是杜蕾斯的生产商,那么中国总代,上海曼伦商贸有限公司,就是你的customer,然后从曼伦进货的全家就是曼伦的customer,然后隔壁小张买了 …

Windows 10 business 和 consumer 中的专业版有什么不同? - 知乎
Mar 14, 2020 · Windows10 有business editions 和 consumer editions 版。其中每个都有 专业工作站版,可这2个专业工作…

想问一下大家web of science文献检索点不动 只能用作者检索怎么 …
手机电脑打开都是这样 我想用文献检索 不想用作者检索啊啊啊啊啊

什么是CRM系统?它的作用是什么? - 知乎
CRM(Customer Relationship Management),即客户关系管理系统.。 是指利用软件、硬件和网络技术,为企业建立一个客户信息收集、管理、分析和利用的信息系统。通俗地讲, CRM就是帮助企业 …

请问金融系统中提到的KYC是做什么用的? - 知乎
KYC看着高端,其实我们每个人都经历过。例如,当你去银行开户的时候,都必须要提交身份证件,甚至有时候还要提交家庭住址证明。这便是一个最简单的KYC。(也叫做CIP - Customer Identification …

什么是SCRM?为什么企业要做SCRM? - 知乎
SCRM翻译后的全程是:Social Customer Relationship Management ,可以看到这里的“S”原来是“Social”,也就是“社交”的意思。 尽管只是多了一个S,却将原先CRM呈现的客户管理行为转移到了 …

什么是跨境电商,你们了解多少? - 知乎
跨境电子商务是指不同国度或地域的买卖双方经过互联网以邮件或者快递等方式通关,将传统贸易中的展现、洽谈和成交环节数字化,完成产品进口的的新型贸易方式,当前主流的跨境电商形式主要 …

有大神公布一下Nature Communications从投出去到Online的审稿 …
知乎,中文互联网高质量的问答社区和创作者聚集的原创内容平台,于 2011 年 1 月正式上线,以「让人们更好的分享知识、经验和见解,找到自己的解答」为品牌使命。知乎凭借认真、专业、友善的社区 …

新媒体的KOL、KOC是什么? - 知乎
KOC有双重身份,即Customer和Creator,KOC是消费者的同时也是创作者,是对消费者的消费决策起到关键作用的群体。 KOL与KOC在本质上截然不同,是两个群体。前者是推,而KOC是晒。从本质 …

consumer、customer、client 有何区别? - 知乎
对于customer和consumer,我上marketing的课的时候区分过这两个定义。 customer behavior:a broad term that covers individual consumers who buy goods and services for their own use …

Consumer与customer有区别吗?具体作什么区别? - 知乎
Mar 18, 2014 · 一般把 customer 翻译做 “客户“ 比如你是杜蕾斯的生产商,那么中国总代,上海曼伦商贸有限公司,就是你的customer,然后从曼伦进货的全家就是曼伦的customer,然后隔 …

Windows 10 business 和 consumer 中的专业版有什么不同? - 知乎
Mar 14, 2020 · Windows10 有business editions 和 consumer editions 版。其中每个都有 专业工作站版,可这2个专业工作…

想问一下大家web of science文献检索点不动 只能用作者检索怎么 …
手机电脑打开都是这样 我想用文献检索 不想用作者检索啊啊啊啊啊

什么是CRM系统?它的作用是什么? - 知乎
CRM(Customer Relationship Management),即客户关系管理系统.。 是指利用软件、硬件和网络技术,为企业建立一个客户信息收集、管理、分析和利用的信息系统。通俗地讲, CRM就 …

请问金融系统中提到的KYC是做什么用的? - 知乎
KYC看着高端,其实我们每个人都经历过。例如,当你去银行开户的时候,都必须要提交身份证件,甚至有时候还要提交家庭住址证明。这便是一个最简单的KYC。(也叫做CIP - Customer …

什么是SCRM?为什么企业要做SCRM? - 知乎
SCRM翻译后的全程是:Social Customer Relationship Management ,可以看到这里的“S”原来是“Social”,也就是“社交”的意思。 尽管只是多了一个S,却将原先CRM呈现的客户管理行为转 …

什么是跨境电商,你们了解多少? - 知乎
跨境电子商务是指不同国度或地域的买卖双方经过互联网以邮件或者快递等方式通关,将传统贸易中的展现、洽谈和成交环节数字化,完成产品进口的的新型贸易方式,当前主流的跨境电商形 …

有大神公布一下Nature Communications从投出去到Online的审稿 …
知乎,中文互联网高质量的问答社区和创作者聚集的原创内容平台,于 2011 年 1 月正式上线,以「让人们更好的分享知识、经验和见解,找到自己的解答」为品牌使命。知乎凭借认真、专业 …

新媒体的KOL、KOC是什么? - 知乎
KOC有双重身份,即Customer和Creator,KOC是消费者的同时也是创作者,是对消费者的消费决策起到关键作用的群体。 KOL与KOC在本质上截然不同,是两个群体。前者是推,而KOC是 …