Mining User Generated Content

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Mining User Generated Content

Author : Marie-Francine Moens
Publisher : CRC Press
ISBN 13 : 1466557400
Total Pages : 476 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Mining User Generated Content by : Marie-Francine Moens

Download or read book Mining User Generated Content written by Marie-Francine Moens and published by CRC Press. This book was released on 2014-01-28 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other networking sites, the social media shared by users and the associated metadata are collectively known as user generated content (UGC). To analyze UGC and glean insight about user behavior, robust techniques are needed to tackle the huge amount of real-time, multimedia, and multilingual data. Researchers must also know how to assess the social aspects of UGC, such as user relations and influential users. Mining User Generated Content is the first focused effort to compile state-of-the-art research and address future directions of UGC. It explains how to collect, index, and analyze UGC to uncover social trends and user habits. Divided into four parts, the book focuses on the mining and applications of UGC. The first part presents an introduction to this new and exciting topic. Covering the mining of UGC of different medium types, the second part discusses the social annotation of UGC, social network graph construction and community mining, mining of UGC to assist in music retrieval, and the popular but difficult topic of UGC sentiment analysis. The third part describes the mining and searching of various types of UGC, including knowledge extraction, search techniques for UGC content, and a specific study on the analysis and annotation of Japanese blogs. The fourth part on applications explores the use of UGC to support question-answering, information summarization, and recommendations.

Mining User Generated Content

Author : Marie-Francine Moens
Publisher : CRC Press
ISBN 13 : 1466557419
Total Pages : 446 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Mining User Generated Content by : Marie-Francine Moens

Download or read book Mining User Generated Content written by Marie-Francine Moens and published by CRC Press. This book was released on 2014-01-28 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other networking sites, the social media shared by users and the associated metadata are collectively known as user generated content (UGC). To analyze UGC and glean insight about user behavior, robust techniques are needed to tackle the huge amount of real-time, multimedia,

Extracting, Mining and Predicting Users' Interests from Social Media

Author : Fattane Zarrinkalam
Publisher :
ISBN 13 : 9781680837384
Total Pages : pages
Book Rating : 4.8/5 (373 download)

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Book Synopsis Extracting, Mining and Predicting Users' Interests from Social Media by : Fattane Zarrinkalam

Download or read book Extracting, Mining and Predicting Users' Interests from Social Media written by Fattane Zarrinkalam and published by . This book was released on 2020-11-05 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Mining user interests from user behavioral data is critical for many applications. Based on user interests, service providers like advertisers can significantly reduce service delivery costs by offering the most relevant products to their customers. The challenge of accurately and efficiently identifying user interests has been the subject of increasing attention for several years. With the emergence and growing popularity of social media, many users are extensively engaged in social media applications to express their feelings and views about a wide variety of social events/topics as they happen in real time. The abundance of user generated content on social media provides the opportunity to build models that are able to accurately and effectively extract, mine, and predict users' interests with the hopes of enabling more effective user engagement, better quality delivery of appropriate services, and higher user satisfaction. While traditional methods for building user profiles relied on AI-based preference elicitation techniques that could have been considered intrusive and undesirable by the users, more recent advances are focused on a non-intrusive yet accurate way of determining users' interests and preferences. In this monograph, the authors cover five important subjects related to the mining of user interests from social media: (1) the foundations of social user interest modeling, (2) techniques that have been adopted or proposed for mining user interests, (3) different evaluation methodologies and benchmark datasets, (4) different applications that have been taking advantage of user interest mining from social media platforms, and (5) existing challenges, open research questions, and opportunities for further work. The monograph is a valuable resource for those who have familiarity with social media mining and the basics of information retrieval (IR) techniques.

Digital Personality: A Man Forever

Author : Kuldeep Singh Kaswan
Publisher : CRC Press
ISBN 13 : 1040052096
Total Pages : 568 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Digital Personality: A Man Forever by : Kuldeep Singh Kaswan

Download or read book Digital Personality: A Man Forever written by Kuldeep Singh Kaswan and published by CRC Press. This book was released on 2024-06-21 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book delves into the very core of our digital existence, unearthing the essence of a digital persona. It's a realm where authenticity meets multiplicity, as we decipher the nuanced art of crafting and managing our online identities. We confront issues of privacy and ethics, exploring the profound impact of our digital footprints on our lives and society. The integration of AI paves the way for an intriguing future, with predictions that challenge our understanding of self in the digital age. Welcome to a world where your digital personality is more than just data; it's a reflection of who you are and who you can be. The main goal of this book is to enable more seamless and natural human–computer interaction. This will provide better personalized experience. Further, this will influence the performance of the user, wherein they will have the support of the machines to achieve their tasks in the most efficient way. This book is the first of a kind in introducing Digital Personality. It provides an overview of the character dimensions and how state-of-the-art technologies would accommodate such a research field. It includes novel representation of character from various perspectives. It also provides instances of applications of this emerging research field.

Social Media Mining and Social Network Analysis: Emerging Research

Author : Xu, Guandong
Publisher : IGI Global
ISBN 13 : 1466628073
Total Pages : 272 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Social Media Mining and Social Network Analysis: Emerging Research by : Xu, Guandong

Download or read book Social Media Mining and Social Network Analysis: Emerging Research written by Xu, Guandong and published by IGI Global. This book was released on 2013-01-31 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Media Mining and Social Network Analysis: Emerging Research highlights the advancements made in social network analysis and social web mining and its influence in the fields of computer science, information systems, sociology, organization science discipline and much more. This collection of perspectives on developmental practice is useful for industrial practitioners as well as researchers and scholars.

Social Information Access

Author : Peter Brusilovsky
Publisher : Springer
ISBN 13 : 3319900927
Total Pages : 662 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Social Information Access by : Peter Brusilovsky

Download or read book Social Information Access written by Peter Brusilovsky and published by Springer. This book was released on 2018-05-02 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social information access is defined as a stream of research that explores methods for organizing the past interactions of users in a community in order to provide future users with better access to information. Social information access covers a wide range of different technologies and strategies that operate on a different scale, which can range from a small closed corpus site to the whole Web. The 16 chapters included in this book provide a broad overview of modern research on social information access. In order to provide a balanced coverage, these chapters are organized by the main types of information access (i.e., social search, social navigation, and recommendation) and main sources of social information.

Urban Informatics

Author : Wenzhong Shi
Publisher : Springer Nature
ISBN 13 : 9811589836
Total Pages : 941 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Urban Informatics by : Wenzhong Shi

Download or read book Urban Informatics written by Wenzhong Shi and published by Springer Nature. This book was released on 2021-04-06 with total page 941 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book is the first to systematically introduce the principles of urban informatics and its application to every aspect of the city that involves its functioning, control, management, and future planning. It introduces new models and tools being developed to understand and implement these technologies that enable cities to function more efficiently – to become ‘smart’ and ‘sustainable’. The smart city has quickly emerged as computers have become ever smaller to the point where they can be embedded into the very fabric of the city, as well as being central to new ways in which the population can communicate and act. When cities are wired in this way, they have the potential to become sentient and responsive, generating massive streams of ‘big’ data in real time as well as providing immense opportunities for extracting new forms of urban data through crowdsourcing. This book offers a comprehensive review of the methods that form the core of urban informatics from various kinds of urban remote sensing to new approaches to machine learning and statistical modelling. It provides a detailed technical introduction to the wide array of tools information scientists need to develop the key urban analytics that are fundamental to learning about the smart city, and it outlines ways in which these tools can be used to inform design and policy so that cities can become more efficient with a greater concern for environment and equity.

Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data

Author : Andreas Holzinger
Publisher : Springer
ISBN 13 : 364239146X
Total Pages : 456 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data by : Andreas Holzinger

Download or read book Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data written by Andreas Holzinger and published by Springer. This book was released on 2013-06-26 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third Workshop on Human-Computer Interaction and Knowledge Discovery, HCI-KDD 2013, held in Maribor, Slovenia, in July 2013, at SouthCHI 2013. The 20 revised papers presented were carefully reviewed and selected from 68 submissions. The papers are organized in topical sections on human-computer interaction and knowledge discovery, knowledge discovery and smart homes, smart learning environments, and visualization data analytics.

The Strategic Digital Media Entrepreneur

Author : Penelope M. Abernathy
Publisher : John Wiley & Sons
ISBN 13 : 1119218047
Total Pages : 270 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis The Strategic Digital Media Entrepreneur by : Penelope M. Abernathy

Download or read book The Strategic Digital Media Entrepreneur written by Penelope M. Abernathy and published by John Wiley & Sons. This book was released on 2018-11-20 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: A goldmine of strategic insights and practical business guidance covering all aspects of media entrepreneurship in the Digital Age The media industry is facing epic upheaval. Revolutionary new technologies compel those in businesses as diverse as broadcasting to book publishing to radically recreate their business models or be left in history’s wake. At the same time, those with the next big idea are eager to acquire the business know-how needed to make it in today's brave new world of media. Written by a uniquely well-qualified author team, this book addresses the concerns of both audiences. Penelope Muse Abernathy and JoAnn Sciarrino provide timely lessons on everything from media financing to marketing, business strategy to leadership, innovation to business accounting. They use numerous case studies and real-world vignettes to reveal the success secrets of today's hottest media entrepreneurs, as well as the fatal flaws that leads many promising new ventures down the road to ruin. They begin with a primer on digital entrepreneurship basics, covering how to create a winning digital business model, obtain financing, do business accounting, identify strategic challenges, and more. From there they show you how to: Develop sustainable customer-focused strategies while overcoming the unique leadership challenges of the Digital Age Define your company's unique value proposition, prioritize investments in key assets, and form strategic partnerships and alliances Understand and prepare to exploit the vast potential inherent in the next generation of digital technologies, including artificial intelligence, virtual reality, and blockchain, among others The two companion websites feature a wealth of supplemental material, including updates, instructional videos, essays by media leaders, as well as PowerPoint presentations and study guides for instructors. Packed with practical insights and guidance on all aspects of the business of media in the Digital Age, The Strategic Digital Media Entrepreneur is a must-have resource for professionals and students alike in advertising, marketing, business strategy, entrepreneurship, finance, social media, and more.

Small and Medium Enterprises

Author : Information Resources Management Association
Publisher : IGI Global
ISBN 13 : 1466638877
Total Pages : 2031 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Small and Medium Enterprises by : Information Resources Management Association

Download or read book Small and Medium Enterprises written by Information Resources Management Association and published by IGI Global. This book was released on 2013-04-30 with total page 2031 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides a comprehensive collection of research on current technological developments and organizational perspectives on the scale of small and medium enterprises"--Provided by publisher.

Emerging Applications of Natural Language Processing: Concepts and New Research

Author : Bandyopadhyay, Sivaji
Publisher : IGI Global
ISBN 13 : 1466621702
Total Pages : 389 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Emerging Applications of Natural Language Processing: Concepts and New Research by : Bandyopadhyay, Sivaji

Download or read book Emerging Applications of Natural Language Processing: Concepts and New Research written by Bandyopadhyay, Sivaji and published by IGI Global. This book was released on 2012-10-31 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides pertinent and vital information that researchers, postgraduate, doctoral students, and practitioners are seeking for learning about the latest discoveries and advances in NLP methodologies and applications of NLP"--Provided by publisher.

An Extension of Neutrosophic AHP–SWOT Analysis for Strategic Planning and Decision-Making

Author : Mohamed Abdel-Basset
Publisher : Infinite Study
ISBN 13 :
Total Pages : 18 pages
Book Rating : 4./5 ( download)

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Book Synopsis An Extension of Neutrosophic AHP–SWOT Analysis for Strategic Planning and Decision-Making by : Mohamed Abdel-Basset

Download or read book An Extension of Neutrosophic AHP–SWOT Analysis for Strategic Planning and Decision-Making written by Mohamed Abdel-Basset and published by Infinite Study. This book was released on with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every organization seeks to set strategies for its development and growth and to do this, it must take into account the factors that affect its success or failure.

Social Media Mining

Author : Reza Zafarani
Publisher : Cambridge University Press
ISBN 13 : 1107018854
Total Pages : 337 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Social Media Mining by : Reza Zafarani

Download or read book Social Media Mining written by Reza Zafarani and published by Cambridge University Press. This book was released on 2014-04-28 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrates social media, social network analysis, and data mining to provide an understanding of the potentials of social media mining.

Advances in Social Media Analysis

Author : Mohamed Medhat Gaber
Publisher : Springer
ISBN 13 : 331918458X
Total Pages : 156 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Advances in Social Media Analysis by : Mohamed Medhat Gaber

Download or read book Advances in Social Media Analysis written by Mohamed Medhat Gaber and published by Springer. This book was released on 2015-06-05 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents a collection of carefully selected contributions in the area of social media analysis. Each chapter opens up a number of research directions that have the potential to be taken on further in this rapidly growing area of research. The chapters are diverse enough to serve a number of directions of research with Sentiment Analysis as the dominant topic in the book. The authors have provided a broad range of research achievements from multimodal sentiment identification to emotion detection in a Chinese microblogging website. The book will be useful to research students, academics and practitioners in the area of social media analysis.

Multimodal Analysis of User-Generated Multimedia Content

Author : Rajiv Shah
Publisher : Springer
ISBN 13 : 3319618075
Total Pages : 279 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Multimodal Analysis of User-Generated Multimedia Content by : Rajiv Shah

Download or read book Multimodal Analysis of User-Generated Multimedia Content written by Rajiv Shah and published by Springer. This book was released on 2017-08-30 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a summary of the multimodal analysis of user-generated multimedia content (UGC). Several multimedia systems and their proposed frameworks are also discussed. First, improved tag recommendation and ranking systems for social media photos, leveraging both content and contextual information, are presented. Next, we discuss the challenges in determining semantics and sentics information from UGC to obtain multimedia summaries. Subsequently, we present a personalized music video generation system for outdoor user-generated videos. Finally, we discuss approaches for multimodal lecture video segmentation techniques. This book also explores the extension of these multimedia system with the use of heterogeneous continuous streams.

Data Mining Methods for the Content Analyst

Author : Kalev Leetaru
Publisher : Routledge
ISBN 13 : 0415895138
Total Pages : 122 pages
Book Rating : 4.4/5 (158 download)

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Book Synopsis Data Mining Methods for the Content Analyst by : Kalev Leetaru

Download or read book Data Mining Methods for the Content Analyst written by Kalev Leetaru and published by Routledge. This book was released on 2012 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research reference introduces readers to the data mining technologies available for use in content analysis research. Supporting the increasingly popular trend of employing digital analysis methodologies in the humanities, arts, and social sciences, this work provides crucial answers for researchers who are not familiar with data mining approaches and who do not know what they can do, how they work, or how their strengths and weaknesses match up to the strengths and weaknesses of human coded content analysis data. Offering valuable insights and guidance for using automated analytical techniques in content analysis research, this guide will appeal to both novice and experienced researchers throughout the humanities, arts, and social sciences.

Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications

Author : Gary Miner
Publisher : Academic Press
ISBN 13 : 012386979X
Total Pages : 1096 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications by : Gary Miner

Download or read book Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications written by Gary Miner and published by Academic Press. This book was released on 2012-01-11 with total page 1096 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used to unlock new sources of economic value, provide fresh insights into science and hold governments to account. As the Internet expands and our natural capacity to process the unstructured text that it contains diminishes, the value of text mining for information retrieval and search will increase dramatically. This comprehensive professional reference brings together all the information, tools and methods a professional will need to efficiently use text mining applications and statistical analysis. The Handbook of Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications presents a comprehensive how- to reference that shows the user how to conduct text mining and statistically analyze results. In addition to providing an in-depth examination of core text mining and link detection tools, methods and operations, the book examines advanced preprocessing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection using real world example tutorials in such varied fields as corporate, finance, business intelligence, genomics research, and counterterrorism activities"--