Temporal Modelling Of Customer Behaviour

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Temporal Modelling of Customer Behaviour

Author : Ling Luo
Publisher : Springer
ISBN 13 : 3030182894
Total Pages : 123 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Temporal Modelling of Customer Behaviour by : Ling Luo

Download or read book Temporal Modelling of Customer Behaviour written by Ling Luo and published by Springer. This book was released on 2019-04-27 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes advanced machine learning models – such as temporal collaborative filtering, stochastic models and Bayesian nonparametrics – for analysing customer behaviour. It shows how they are used to track changes in customer behaviour, monitor the evolution of customer groups, and detect various factors, such as seasonal effects and preference drifts, that may influence customers’ purchasing behaviour. In addition, the book presents four case studies conducted with data from a supermarket health program in which the customers were segmented and the impact of promotional activities on different segments was evaluated. The outcomes confirm that the models developed here can be used to effectively analyse dynamic behaviour and increase customer engagement. Importantly, the methods introduced here can also be used to analyse other types of behavioural data such as activities on social networks, and educational systems.

Consumer Spatial Behaviour

Author : Robert William Bacon
Publisher : Oxford University Press, USA
ISBN 13 :
Total Pages : 192 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Consumer Spatial Behaviour by : Robert William Bacon

Download or read book Consumer Spatial Behaviour written by Robert William Bacon and published by Oxford University Press, USA. This book was released on 1984 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: A theoretical book on the locational aspects of consumer behaviour.

Complex Networks & Their Applications XII

Author : Hocine Cherifi
Publisher : Springer Nature
ISBN 13 : 3031535030
Total Pages : 490 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Complex Networks & Their Applications XII by : Hocine Cherifi

Download or read book Complex Networks & Their Applications XII written by Hocine Cherifi and published by Springer Nature. This book was released on with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dynamics of Swarm Intelligence Health Analysis for the Next Generation

Author : Suresh Kumar, Arumugam
Publisher : IGI Global
ISBN 13 : 1668468956
Total Pages : 412 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Dynamics of Swarm Intelligence Health Analysis for the Next Generation by : Suresh Kumar, Arumugam

Download or read book Dynamics of Swarm Intelligence Health Analysis for the Next Generation written by Suresh Kumar, Arumugam and published by IGI Global. This book was released on 2023-07-10 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s world, smart healthcare supports the out-of-hospital concept, which transforms and offers higher care standards. This is accomplished with individual requirements with the help of public opinion. Moreover, smart healthcare systems are generally designed to sense individual health status data, which can be forwarded to clinical professionals for interpretation. Swarm intelligence analysis is a valuable tool for categorizing public opinion into different sentiments. Dynamics of Swarm Intelligence Health Analysis for the Next Generation discusses the role of behavioral activity in the evolution of traditional medical systems to intelligent systems. It further focuses on the economic, social, and environmental impacts of swarm intelligence smart healthcare systems. Covering topics such as healthcare data analytics, clustering algorithms, and the internet of medical things, this premier reference source is an excellent resource for healthcare professionals, hospital administrators, IT managers, policymakers, educators and students of higher education, researchers, and academicians.

Applications of Artificial Intelligence and Machine Learning

Author : Bhuvan Unhelker
Publisher : Springer Nature
ISBN 13 : 9811948313
Total Pages : 792 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Applications of Artificial Intelligence and Machine Learning by : Bhuvan Unhelker

Download or read book Applications of Artificial Intelligence and Machine Learning written by Bhuvan Unhelker and published by Springer Nature. This book was released on 2022-09-13 with total page 792 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents a collection of peer-reviewed articles from the International Conference on Advances and Applications of Artificial Intelligence and Machine Learning—ICAAAIML 2021. The book covers research in the areas of artificial intelligence, machine learning, and deep learning applications in health care, agriculture, business, and security. This book contains research papers from academicians, researchers as well as students. There are also papers on core concepts of computer networks, intelligent system design and deployment, real-time systems, wireless sensor networks, sensors and sensor nodes, software engineering, and image processing. This book is a valuable resource for students, academics, and practitioners in the industry working on AI applications.

Consumer Behaviour Analysis

Author : Gordon R. Foxall
Publisher : Taylor & Francis
ISBN 13 : 9780415196451
Total Pages : 520 pages
Book Rating : 4.1/5 (964 download)

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Book Synopsis Consumer Behaviour Analysis by : Gordon R. Foxall

Download or read book Consumer Behaviour Analysis written by Gordon R. Foxall and published by Taylor & Francis. This book was released on 2002 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Confronting Security and Privacy Challenges in Digital Marketing

Author : Pires, Paulo Botelho
Publisher : IGI Global
ISBN 13 : 1668489600
Total Pages : 412 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Confronting Security and Privacy Challenges in Digital Marketing by : Pires, Paulo Botelho

Download or read book Confronting Security and Privacy Challenges in Digital Marketing written by Pires, Paulo Botelho and published by IGI Global. This book was released on 2023-07-10 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing, and specifically its digital marketing component, is being challenged by disruptive innovations, which are creating new, unique, and unusual opportunities, and with the emergence of new paradigms and models. Other areas of knowledge have embraced these innovations with swiftness, adapting promptly and using them as leverage to create new paradigms, models, and realities. Marketing, in clear opposition, has been somewhat dismissive, ignoring the potential of these new contexts that are emerging, some of which are already unavoidable. Confronting Security and Privacy Challenges in Digital Marketing identifies the most relevant issues in the current context of digital marketing and explores the implications, opportunities, and challenges of leveraging marketing strategies with digital innovations. This book explores the impact that these disruptive innovations are having on digital marketing, pointing out guidelines for organizations to leverage their strategy on the opportunities created by them. Covering topics such as blockchain technology, artificial intelligence, and virtual reality, this book is ideal for academicians, marketing professionals, researchers, and more.

Advanced Analytics and Learning on Temporal Data

Author : Vincent Lemaire
Publisher : Springer Nature
ISBN 13 : 3030657426
Total Pages : 240 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Advanced Analytics and Learning on Temporal Data by : Vincent Lemaire

Download or read book Advanced Analytics and Learning on Temporal Data written by Vincent Lemaire and published by Springer Nature. This book was released on 2020-12-15 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Ghent, Belgium, in September 2020. The 15 full papers presented in this book were carefully reviewed and selected from 29 submissions. The selected papers are devoted to topics such as Temporal Data Clustering; Classification of Univariate and Multivariate Time Series; Early Classification of Temporal Data; Deep Learning and Learning Representations for Temporal Data; Modeling Temporal Dependencies; Advanced Forecasting and Prediction Models; Space-Temporal Statistical Analysis; Functional Data Analysis Methods; Temporal Data Streams; Interpretable Time-Series Analysis Methods; Dimensionality Reduction, Sparsity, Algorithmic Complexity and Big Data Challenge; and Bio-Informatics, Medical, Energy Consumption, Temporal Data.

Handbook of Statistical Analysis and Data Mining Applications

Author : Robert Nisbet
Publisher : Academic Press
ISBN 13 : 0080912036
Total Pages : 859 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Handbook of Statistical Analysis and Data Mining Applications by : Robert Nisbet

Download or read book Handbook of Statistical Analysis and Data Mining Applications written by Robert Nisbet and published by Academic Press. This book was released on 2009-05-14 with total page 859 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation. The Handbook helps one discern the technical and business problem, understand the strengths and weaknesses of modern data mining algorithms, and employ the right statistical methods for practical application. Use this book to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques, and discusses their application to real problems, in ways accessible and beneficial to practitioners across industries - from science and engineering, to medicine, academia and commerce. This handbook brings together, in a single resource, all the information a beginner will need to understand the tools and issues in data mining to build successful data mining solutions. Written "By Practitioners for Practitioners" Non-technical explanations build understanding without jargon and equations Tutorials in numerous fields of study provide step-by-step instruction on how to use supplied tools to build models Practical advice from successful real-world implementations Includes extensive case studies, examples, MS PowerPoint slides and datasets CD-DVD with valuable fully-working 90-day software included: "Complete Data Miner - QC-Miner - Text Miner" bound with book

Regression Modelling wih Spatial and Spatial-Temporal Data

Author : Robert P. Haining
Publisher : CRC Press
ISBN 13 : 0429529104
Total Pages : 527 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Regression Modelling wih Spatial and Spatial-Temporal Data by : Robert P. Haining

Download or read book Regression Modelling wih Spatial and Spatial-Temporal Data written by Robert P. Haining and published by CRC Press. This book was released on 2020-01-27 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modelling Spatial and Spatial-Temporal Data: A Bayesian Approach is aimed at statisticians and quantitative social, economic and public health students and researchers who work with spatial and spatial-temporal data. It assumes a grounding in statistical theory up to the standard linear regression model. The book compares both hierarchical and spatial econometric modelling, providing both a reference and a teaching text with exercises in each chapter. The book provides a fully Bayesian, self-contained, treatment of the underlying statistical theory, with chapters dedicated to substantive applications. The book includes WinBUGS code and R code and all datasets are available online. Part I covers fundamental issues arising when modelling spatial and spatial-temporal data. Part II focuses on modelling cross-sectional spatial data and begins by describing exploratory methods that help guide the modelling process. There are then two theoretical chapters on Bayesian models and a chapter of applications. Two chapters follow on spatial econometric modelling, one describing different models, the other substantive applications. Part III discusses modelling spatial-temporal data, first introducing models for time series data. Exploratory methods for detecting different types of space-time interaction are presented followed by two chapters on the theory of space-time separable (without space-time interaction) and inseparable (with space-time interaction) models. An applications chapter includes: the evaluation of a policy intervention; analysing the temporal dynamics of crime hotspots; chronic disease surveillance; and testing for evidence of spatial spillovers in the spread of an infectious disease. A final chapter suggests some future directions and challenges.

Knowledge, Space, Economy

Author : John Bryson
Publisher : Routledge
ISBN 13 : 1134656777
Total Pages : 352 pages
Book Rating : 4.1/5 (346 download)

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Book Synopsis Knowledge, Space, Economy by : John Bryson

Download or read book Knowledge, Space, Economy written by John Bryson and published by Routledge. This book was released on 2002-01-04 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are now living through a period of knowledge capitalism in which, as Castells put it, 'the action of knowledge upon knowledge is the main source of productivity.' In the face of such transformation, the economic, social and institutional contours of contemporary capitalism are being reshaped. At the heart of this world are an emergent set of economies, regions, institutions and peoples central of the flows and translations of knowledge. This book provides an interdisciplinary review of the triad of knowledge, space, economy on entering the twenty-first century. Drawing on a variety of disciplinary backgrounds, the first part of the book comprises a set of statements by leading authors on the role of knowledge in capitalism. Thereafter, the remaining two parts of the book explore the landscape of knowledge capitalism through a series of analyses of knowledge in action within a range of economic, political and cultural contexts. Bringing together a set of authors from across the social sciences, this book provides both a major theoretical statement on understanding the economic world and an empirical exemplification of the power of knowledge in shaping the spaces and places of today's society.

Advances in Spatio-Temporal Analysis

Author : Xinming Tang
Publisher : CRC Press
ISBN 13 : 0203937554
Total Pages : 252 pages
Book Rating : 4.2/5 (39 download)

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Book Synopsis Advances in Spatio-Temporal Analysis by : Xinming Tang

Download or read book Advances in Spatio-Temporal Analysis written by Xinming Tang and published by CRC Press. This book was released on 2007-08-23 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developments in Geographic Information Technology have raised the expectations of users. A static map is no longer enough; there is now demand for a dynamic representation. Time is of great importance when operating on real world geographical phenomena, especially when these are dynamic. Researchers in the field of Temporal Geographical Infor

Collaborative Agents - Research and Development

Author : Christian Guttmann
Publisher : Springer
ISBN 13 : 364222427X
Total Pages : 187 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Collaborative Agents - Research and Development by : Christian Guttmann

Download or read book Collaborative Agents - Research and Development written by Christian Guttmann and published by Springer. This book was released on 2011-07-05 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the first two international workshops on computational models of collaboration in distributed systems: CARE 2009, held as satellite event of the 22nd Australasian Joint Conference on Artificial Intelligence AI09 in Melbourne, Australia, in December 2009 and CARE 2010, held in conjunction with the International Conference on Intelligent Agent Technology (IAT) in Toronto, Canada, in August 2010. The 12 revised full papers presented together with 2 invited lectures were carefully selected from a total of 45 submissions to both events. The workshops' thematic focus is on collaborative and autonomous agents that plan, negotiate, coordinate, and act under conditions of incomplete information, uncertainty, and bounded rationality.

Intelligent Data Analysis: Developing New Methodologies Through Pattern Discovery and Recovery

Author : Wang, Hsiao-Fan
Publisher : IGI Global
ISBN 13 : 159904983X
Total Pages : 366 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Intelligent Data Analysis: Developing New Methodologies Through Pattern Discovery and Recovery by : Wang, Hsiao-Fan

Download or read book Intelligent Data Analysis: Developing New Methodologies Through Pattern Discovery and Recovery written by Wang, Hsiao-Fan and published by IGI Global. This book was released on 2008-07-31 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pattern Recognition has a long history of applications to data analysis in business, military and social economic activities. While the aim of pattern recognition is to discover the pattern of a data set, the size of the data set is closely related to the methodology one adopts for analysis. Intelligent Data Analysis: Developing New Methodologies Through Pattern Discovery and Recovery tackles those data sets and covers a variety of issues in relation to intelligent data analysis so that patterns from frequent or rare events in spatial or temporal spaces can be revealed. This book brings together current research, results, problems, and applications from both theoretical and practical approaches.

Handbook on the Temporal Dynamics of Organizational Behavior

Author : Yannick Griep
Publisher : Edward Elgar Publishing
ISBN 13 : 1788974387
Total Pages : 480 pages
Book Rating : 4.7/5 (889 download)

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Book Synopsis Handbook on the Temporal Dynamics of Organizational Behavior by : Yannick Griep

Download or read book Handbook on the Temporal Dynamics of Organizational Behavior written by Yannick Griep and published by Edward Elgar Publishing. This book was released on 2020-05-29 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook on the Temporal Dynamics of Organizational Behavior is designed to help scholars begin to address the temporal shortcomings in the extant organizational behavior literature. The handbook provides conceptual and methodological reasons to study organizational behavior from a dynamic perspective and offers new conceptual and theoretical insights on some of the most popular organizational behavior topics. Unlike many other handbooks, this one provides methodological and analytical tools, including syntax and example data files, to help researchers tackle dynamic research questions effectively.

Handbook of Research on Advanced Hybrid Intelligent Techniques and Applications

Author : Bhattacharyya, Siddhartha
Publisher : IGI Global
ISBN 13 : 1466694750
Total Pages : 654 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Advanced Hybrid Intelligent Techniques and Applications by : Bhattacharyya, Siddhartha

Download or read book Handbook of Research on Advanced Hybrid Intelligent Techniques and Applications written by Bhattacharyya, Siddhartha and published by IGI Global. This book was released on 2015-11-03 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conventional computational methods, and even the latest soft computing paradigms, often fall short in their ability to offer solutions to many real-world problems due to uncertainty, imprecision, and circumstantial data. Hybrid intelligent computing is a paradigm that addresses these issues to a considerable extent. The Handbook of Research on Advanced Hybrid Intelligent Techniques and Applications highlights the latest research on various issues relating to the hybridization of artificial intelligence, practical applications, and best methods for implementation. Focusing on key interdisciplinary computational intelligence research dealing with soft computing techniques, pattern mining, data analysis, and computer vision, this book is relevant to the research needs of academics, IT specialists, and graduate-level students.

Advanced Introduction to Consumer Behavior Analysis

Author : Gordon Foxall
Publisher : Edward Elgar Publishing
ISBN 13 : 1784716936
Total Pages : 160 pages
Book Rating : 4.7/5 (847 download)

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Book Synopsis Advanced Introduction to Consumer Behavior Analysis by : Gordon Foxall

Download or read book Advanced Introduction to Consumer Behavior Analysis written by Gordon Foxall and published by Edward Elgar Publishing. This book was released on 2017-05-26 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This concise introduction presents a rigorous analysis of consumer choice from the perspective of consumer behavior analysis. Gordon Foxall provides a deeper understanding of what consumers actually buy and the nature of the utility that shapes and maintains patterns of consumption.