Author: Graham Sturdy
Publisher: Cambridge Scholars Publishing
ISBN: 1443842974
Category : Business & Economics
Languages : en
Pages : 380
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Book Description
This is an important text for all students and practitioners of Business Intelligence (BI) and Customer Relationship Management (CRM). It provides a comprehensive resource for understanding and implementing Enterprise Resource Planning (ERP) and BI solutions within the organisational context. It provides an in-depth coverage of all key areas relating to the implementation of ERP and BI systems. It provides unique practical guidance on implementing ERP and BI strategies as formulated by the author and a range of academic practitioners and industry experts. Importantly, it demonstrates how these systems can be implemented in a real-world environment and in a way that provides strategic alignment that is compatible with the strategic vision of the organisation. The author presents a “BI Psychology Adoption Model” which represents new and innovative thinking in relation to how employees within organisations react to the introduction of new technology within the workplace.
Author: Singh, Surabhi
Publisher: IGI Global
ISBN: 1799879615
Category : Business & Economics
Languages : en
Pages : 289
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Book Description
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.
Author: Pradip Kumar Das
Publisher: Springer Nature
ISBN: 981161007X
Category : Computers
Languages : en
Pages : 219
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Book Description
This book focuses on privacy and security concerns in big data and differentiates between privacy and security and privacy requirements in big data. It focuses on the results obtained after applying a systematic mapping study and implementation of security in the big data for utilizing in business under the establishment of “Business Intelligence”. The chapters start with the definition of big data, discussions why security is used in business infrastructure and how the security can be improved. In this book, some of the data security and data protection techniques are focused and it presents the challenges and suggestions to meet the requirements of computing, communication and storage capabilities for data mining and analytics applications with large aggregate data in business.
Author: Boris Galitsky
Publisher: Springer Nature
ISBN: 303061641X
Category : Computers
Languages : en
Pages : 474
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Book Description
The second volume of this research monograph describes a number of applications of Artificial Intelligence in the field of Customer Relationship Management with the focus of solving customer problems. We design a system that tries to understand the customer complaint, his mood, and what can be done to resolve an issue with the product or service. To solve a customer problem efficiently, we maintain a dialogue with the customer so that the problem can be clarified and multiple ways to fix it can be sought. We introduce dialogue management based on discourse analysis: a systematic linguistic way to handle the thought process of the author of the content to be delivered. We analyze user sentiments and personal traits to tailor dialogue management to individual customers. We also design a number of dialogue scenarios for CRM with replies following certain patterns and propose virtual and social dialogues for various modalities of communication with a customer. After we learn to detect fake content, deception and hypocrisy, we examine the domain of customer complaints. We simulate mental states, attitudes and emotions of a complainant and try to predict his behavior. Having suggested graph-based formal representations of complaint scenarios, we machine-learn them to identify the best action the customer support organization can chose to retain the complainant as a customer.
Author: Ronald S. Swift
Publisher: Prentice Hall Professional
ISBN: 9780130889843
Category : Business & Economics
Languages : en
Pages : 524
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Book Description
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
Author: Boris Galitsky
Publisher: Springer Nature
ISBN: 3030521672
Category : Computers
Languages : en
Pages : 453
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Book Description
This research monograph brings AI to the field of Customer Relationship Management (CRM) to make a customer experience with a product or service smart and enjoyable. AI is here to help customers to get a refund for a canceled flight, unfreeze a banking account or get a health test result. Today, CRM has evolved from storing and analyzing customers’ data to predicting and understanding their behavior by putting a CRM system in a customers’ shoes. Hence advanced reasoning with learning from small data, about customers’ attitudes, introspection, reading between the lines of customer communication and explainability need to come into play. Artificial Intelligence for Customer Relationship Management leverages a number of Natural Language Processing (NLP), Machine Learning (ML), simulation and reasoning techniques to enable CRM with intelligence. An effective and robust CRM needs to be able to chat with customers, providing desired information, completing their transactions and resolving their problems. It introduces a systematic means of ascertaining a customers’ frame of mind, their intents and attitudes to determine when to provide a thorough answer, a recommendation, an explanation, a proper argument, timely advice and promotion or compensation. The author employs a spectrum of ML methods, from deterministic to statistical to deep, to predict customer behavior and anticipate possible complaints, assuring customer retention efficiently. Providing a forum for the exchange of ideas in AI, this book provides a concise yet comprehensive coverage of methodologies, tools, issues, applications, and future trends for professionals, managers, and researchers in the CRM field together with AI and IT professionals.
Author: Michael Pearce
Publisher: Business Expert Press
ISBN: 195334965X
Category : Business & Economics
Languages : en
Pages : 170
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Book Description
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.
Author: V. Kumar
Publisher: Springer
ISBN: 3662553813
Category : Business & Economics
Languages : en
Pages : 411
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Book Description
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.
Author: Federico Rajola
Publisher: Springer Science & Business Media
ISBN: 3540247181
Category : Business & Economics
Languages : en
Pages : 177
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Book Description
Companies and financial institutions are employing operational information systems in an efficient way. While they have consolidated a strong level of knowledge in management information systems, there is still a lack of knowledge on the right way to apply customer relationship management (CRM) systems under a business perspective. Most of the companies are still having problems in evaluating how CRM can meet with the expected results. The level of complexity is perceived both under a technological and organizational point of view. A complete innovation process and heavy change management initiatives should be ensured in order to have effective and successful systems. This book offers a solid theoretical and practical perspective on how to face CRM projects, describing the most appropriate technologies and organizational issues that have to be considered. Some explaining cases have been included as well.
Author: V. Kumar
Publisher: Springer Science & Business Media
ISBN: 3642201091
Category : Business & Economics
Languages : en
Pages : 399
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Book Description
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.
