Opinion Analysis For Online Reviews

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Opinion Analysis for Online Reviews

Yuming Lin,Xiaoling Wang,Aoying Zhou
Opinion Analysis for Online Reviews Book PDF

Author : Yuming Lin,Xiaoling Wang,Aoying Zhou
Publisher : World Scientific
Page : 128 pages
File Size : 51,7 Mb
Release : 2016-06-02
Category : Computers
ISBN : 9789813100466

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Opinion Analysis for Online Reviews by Yuming Lin,Xiaoling Wang,Aoying Zhou Pdf

This book provides a comprehensive introduction on opinion analysis for online reviews. It offers the newest research on opinion mining, including theories, algorithms and datasets. A new feature presentation method is highlighted for sentiment classification. Then, a three-phase framework for sentiment classification is proposed, where a set of sentiment classifiers are selected automatically to make predictions. Such predictions are integrated via ensemble learning. Finally, to solve the problem of combination explosion encountered, a greedy algorithm is devised to select the base classifiers. Contents:IntroductionRelated WorksPreliminariesTerm's Sentiment-Based Review Opinion AnalysisMultiple Classifier System for Opinion AnalysisOptimization of Base Classifier SelectionOpinion Spam DetectionConclusions Readership: Researchers, academics, professionals and graduate students in databases, artificial intelligence and pattern recognition.

Opinion Mining and Sentiment Analysis

Bo Pang,Lillian Lee
Opinion Mining and Sentiment Analysis Book PDF

Author : Bo Pang,Lillian Lee
Publisher : Now Publishers Inc
Page : 149 pages
File Size : 45,9 Mb
Release : 2008
Category : Data mining
ISBN : 9781601981509

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Opinion Mining and Sentiment Analysis by Bo Pang,Lillian Lee Pdf

This survey covers techniques and approaches that promise to directly enable opinion-oriented information-seeking systems.

Influence and Behavior Analysis in Social Networks and Social Media

Mehmet Kaya,Reda Alhajj
Influence and Behavior Analysis in Social Networks and Social Media Book PDF

Author : Mehmet Kaya,Reda Alhajj
Publisher : Springer
Page : 238 pages
File Size : 42,5 Mb
Release : 2018-12-11
Category : Social Science
ISBN : 9783030025922

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Influence and Behavior Analysis in Social Networks and Social Media by Mehmet Kaya,Reda Alhajj Pdf

This timely book focuses on influence and behavior analysis in the broader context of social network applications and social media. Twitter accounts of telecommunications companies are analyzed. Rumor sources in finite graphs with boundary effects by message-passing algorithms are identified. The coherent, state-of-the-art collection of chapters was initially selected based on solid reviews from the IEEE/ACM International Conference on Advances in Social Networks, Analysis, and Mining (ASONAM '17). Chapters were then improved and extended substantially, and the final versions were rigorously reviewed and revised to meet the series standards. Original chapters coming from outside of the meeting round out the coverage. The result will appeal to researchers and students working in social network and social media analysis.

Knowledge Science, Engineering and Management

Han Qiu,Cheng Zhang,Zongming Fei,Meikang Qiu,Sun-Yuan Kung
Knowledge Science Engineering and Management Book PDF

Author : Han Qiu,Cheng Zhang,Zongming Fei,Meikang Qiu,Sun-Yuan Kung
Publisher : Springer Nature
Page : 734 pages
File Size : 40,8 Mb
Release : 2021-08-07
Category : Computers
ISBN : 9783030821364

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Knowledge Science, Engineering and Management by Han Qiu,Cheng Zhang,Zongming Fei,Meikang Qiu,Sun-Yuan Kung Pdf

This three-volume set constitutes the refereed proceedings of the 14th International Conference on Knowledge Science, Engineering and Management, KSEM 2021, held in Tokyo, Japan, in August 2021. The 164 revised full papers were carefully reviewed and selected from 492 submissions. The contributions are organized in the following topical sections: knowledge science with learning and AI; knowledge engineering research and applications; knowledge management with optimization and security.

Intelligent Systems Design and Applications

Ajith Abraham,Pranab Kr. Muhuri,Azah Kamilah Muda,Niketa Gandhi
Intelligent Systems Design and Applications Book PDF

Author : Ajith Abraham,Pranab Kr. Muhuri,Azah Kamilah Muda,Niketa Gandhi
Publisher : Springer
Page : 1056 pages
File Size : 44,7 Mb
Release : 2018-03-21
Category : Technology & Engineering
ISBN : 9783319763484

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Intelligent Systems Design and Applications by Ajith Abraham,Pranab Kr. Muhuri,Azah Kamilah Muda,Niketa Gandhi Pdf

This book highlights recent research on intelligent systems design and applications. It presents 100 selected papers from the 17th International Conference on Intelligent Systems Design and Applications (ISDA 2017), which was held in Delhi, India from December 14 to 16, 2017. The ISDA is a premier conference in the field of Computational Intelligence and brings together researchers, engineers and practitioners whose work involves intelligent systems and their applications in industry and the real world. Including contributions by authors from over 30 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.

Soft Computing and Signal Processing

V. Sivakumar Reddy,V. Kamakshi Prasad,Jiacun Wang,K. T. V. Reddy
Soft Computing and Signal Processing Book PDF

Author : V. Sivakumar Reddy,V. Kamakshi Prasad,Jiacun Wang,K. T. V. Reddy
Publisher : Springer Nature
Page : 753 pages
File Size : 52,8 Mb
Release : 2020-03-13
Category : Technology & Engineering
ISBN : 9789811524752

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Soft Computing and Signal Processing by V. Sivakumar Reddy,V. Kamakshi Prasad,Jiacun Wang,K. T. V. Reddy Pdf

This book presents selected research papers on current developments in the fields of soft computing and signal processing from the Second International Conference on Soft Computing and Signal Processing (ICSCSP 2019). The respective contributions address topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning, and discuss various aspects of these topics, e.g. technological considerations, product implementation, and application issues.

Expert Systems in Finance

Noura Metawa,Mohamed Elhoseny,Aboul Ella Hassanien,M. Kabir Hassan
Expert Systems in Finance Book PDF

Author : Noura Metawa,Mohamed Elhoseny,Aboul Ella Hassanien,M. Kabir Hassan
Publisher : Routledge
Page : 284 pages
File Size : 40,5 Mb
Release : 2019-05-10
Category : Business & Economics
ISBN : 9780429656866

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Expert Systems in Finance by Noura Metawa,Mohamed Elhoseny,Aboul Ella Hassanien,M. Kabir Hassan Pdf

Throughout the industry, financial institutions seek to eliminate cumbersome authentication methods, such as PINs, passwords, and security questions, as these antiquated tactics prove increasingly weak. Thus, many organizations now aim to implement emerging technologies in an effort to validate identities with greater certainty. The near instantaneous nature of online banking, purchases, transactions, and payments puts tremendous pressure on banks to secure their operations and procedures. In order to reduce the risk of human error in financial domains, expert systems are seen to offer a great advantage in big data environments. Besides their efficiency in quantitative analysis such as profitability, banking management, and strategic financial planning, expert systems have successfully treated qualitative issues including financial analysis, investment advisories, and knowledge-based decision support systems. Due to the increase in financial applications’ size, complexity, and number of components, it is no longer practical to anticipate and model all possible interactions and data processing in these applications using the traditional data processing model. The emergence of new research areas is clear evidence of the rise of new demands and requirements of modern real-life applications to be more intelligent. This book provides an exhaustive review of the roles of expert systems within the financial sector, with particular reference to big data environments. In addition, it offers a collection of high-quality research that addresses broad challenges in both theoretical and application aspects of intelligent and expert systems in finance. The book serves to aid the continued efforts of the application of intelligent systems that respond to the problem of big data processing in a smart banking and financial environment.

Natural Language Processing and Text Mining

Anne Kao,Steve R. Poteet
Natural Language Processing and Text Mining Book PDF

Author : Anne Kao,Steve R. Poteet
Publisher : Springer Science & Business Media
Page : 272 pages
File Size : 41,6 Mb
Release : 2007-03-06
Category : Computers
ISBN : 9781846287541

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Natural Language Processing and Text Mining by Anne Kao,Steve R. Poteet Pdf

Natural Language Processing and Text Mining not only discusses applications of Natural Language Processing techniques to certain Text Mining tasks, but also the converse, the use of Text Mining to assist NLP. It assembles a diverse views from internationally recognized researchers and emphasizes caveats in the attempt to apply Natural Language Processing to text mining. This state-of-the-art survey is a must-have for advanced students, professionals, and researchers.

Opinion Mining in Information Retrieval

Surbhi Bhatia,Poonam Chaudhary,Nilanjan Dey
Opinion Mining in Information Retrieval Book PDF

Author : Surbhi Bhatia,Poonam Chaudhary,Nilanjan Dey
Publisher : Unknown
Page : 0 pages
File Size : 43,5 Mb
Release : 2020
Category : Artificial intelligence
ISBN : 9811550441

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Opinion Mining in Information Retrieval by Surbhi Bhatia,Poonam Chaudhary,Nilanjan Dey Pdf

This book discusses in detail the latest trends in sentiment analysis,focusing on "how online reviews and feedback reflect the opinions of users and have led to a major shift in the decision-making process at organizations." Social networking has become essential in today's society. In the past, people's decisions to buy certain products (and companies' efforts to sell them) were largely based on advertisements, surveys, focus groups, consultants, and the opinions of friends and relatives. But now this is no longer limited to one's circle of friends, family or small surveys;it has spread globally to online social media in the form of blogs, posts, tweets, social networking sites, review sites and so on. Though not always easy, the transition from surveys to social media is certainly lucrative. Business analytical reports have shown that many organizations have improved their sales, marketing and strategy, setting up new policies and making decisions based on opinion mining techniques. .

Sentiment Analysis and Opinion Mining

Bing Liu
Sentiment Analysis and Opinion Mining Book PDF

Author : Bing Liu
Publisher : Morgan & Claypool Publishers
Page : 185 pages
File Size : 46,7 Mb
Release : 2012
Category : Computers
ISBN : 9781608458844

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Sentiment Analysis and Opinion Mining by Bing Liu Pdf

Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside of computer science to the management sciences and social sciences due to its importance to business and society as a whole. The growing importance of sentiment analysis coincides with the growth of social media such as reviews, forum discussions, blogs, micro-blogs, Twitter, and social networks. For the first time in human history, we now have a huge volume of opinionated data recorded in digital form for analysis. Sentiment analysis systems are being applied in almost every business and social domain because opinions are central to almost all human activities and are key influencers of our behaviors. Our beliefs and perceptions of reality, and the choices we make, are largely conditioned on how others see and evaluate the world. For this reason, when we need to make a decision we often seek out the opinions of others. This is true not only for individuals but also for organizations. This book is a comprehensive introductory and survey text. It covers all important topics and the latest developments in the field with over 400 references. It is suitable for students, researchers and practitioners who are interested in social media analysis in general and sentiment analysis in particular. Lecturers can readily use it in class for courses on natural language processing, social media analysis, text mining, and data mining. Lecture slides are also available online. Table of Contents: Preface / Sentiment Analysis: A Fascinating Problem / The Problem of Sentiment Analysis / Document Sentiment Classification / Sentence Subjectivity and Sentiment Classification / Aspect-Based Sentiment Analysis / Sentiment Lexicon Generation / Opinion Summarization / Analysis of Comparative Opinions / Opinion Search and Retrieval / Opinion Spam Detection / Quality of Reviews / Concluding Remarks / Bibliography / Author Biography

Personal Influence

Elihu Katz,Paul F. Lazarsfeld,Elmo Roper
Personal Influence Book PDF

Author : Elihu Katz,Paul F. Lazarsfeld,Elmo Roper
Publisher : Routledge
Page : 490 pages
File Size : 52,9 Mb
Release : 2017-07-12
Category : Social Science
ISBN : 9781351500197

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Personal Influence by Elihu Katz,Paul F. Lazarsfeld,Elmo Roper Pdf

First published in 1955, "Personal Influence" reports the results of a pioneering study conducted in Decatur, Illinois, validating Paul Lazarsfeld's serendipitous discovery that messages from the media may be further mediated by informal "opinion leaders" who intercept, interpret, and diffuse what they see and hear to the personal networks in which they are embedded. This classic volume set the stage for all subsequent studies of the interaction of mass media and interpersonal influence in the making of everyday decisions in public affairs, fashion, movie-going, and consumer behavior. The contextualizing essay in Part One dwells on the surprising relevance of primary groups to the flow of mass communication. Peter Simonson of the University of Pittsburgh has written that "Personal Influence was perhaps the most influential book in mass communication research of the postwar era, and it remains a signal text with historic significance and ongoing reverberations...more than any other single work, it solidified what came to be known as the dominant paradigm in the field, which later researchers were compelled either to cast off or build upon." In his introduction to this fiftieth-anniversary edition, Elihu Katz discusses the theory and methodology that underlie the Decatur study and evaluates the legacy of his coauthor and mentor, Paul F. Lazarsfeld.

Recent Trends in Intensive Computing

M. Rajesh,K. Vengatesan,M. Gnanasekar
Recent Trends in Intensive Computing Book PDF

Author : M. Rajesh,K. Vengatesan,M. Gnanasekar
Publisher : IOS Press
Page : 960 pages
File Size : 48,8 Mb
Release : 2021-12-22
Category : Computers
ISBN : 9781643682174

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Recent Trends in Intensive Computing by M. Rajesh,K. Vengatesan,M. Gnanasekar Pdf

In a world where computer science is now an essential element in all of our lives, a new opportunity to disseminate the latest research and trends is always welcome. This book presents the proceedings of the first International Conference on Recent Trends in Computing (ICRTC 2021), which was held as a virtual event on 21 – 22 May 2021 at Sanjivani College of Engineering, Kopargaon, India due to the restrictions of the COVID-19 pandemic. This online conference, aimed at facilitating academic exchange among researchers, enabled experts and scholars around from around the globe to gather for the discussion of the latest advanced research in the field despite the extensive travel restrictions still in place. The book contains 134 papers selected from 329 submitted papers after a rigorous peer-review process, and topics covered include advanced computing, networking, informatics, security and privacy, and other related fields. The book will be of interest to all those eager to find the latest trends and most recent developments in computer science.

E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life

Michael J. Shaw,Dongsong Zhang,Wei T. Yue
E Life Web Enabled Convergence of Commerce Work and Social Life Book PDF

Author : Michael J. Shaw,Dongsong Zhang,Wei T. Yue
Publisher : Springer
Page : 450 pages
File Size : 44,8 Mb
Release : 2013-11-13
Category : Business & Economics
ISBN : 9783642298738

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E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life by Michael J. Shaw,Dongsong Zhang,Wei T. Yue Pdf

This book constitutes the refereed proceedings of the Workshop on E-Business (WEB 2011), held in Shanghai, China, on December 4, 2011. The 40 papers, which were selected from 88 submissions to the workshop, touch on topics that are diverse yet highly relevant to the challenges faced by today's e-business researchers and practitioners. They are organized in topical sections on social networks, business intelligence, and social computing; economics and organizational implications of electronic markets; and e-business systems and applications.

Advanced Data Mining and Applications

Bohan Li,Lin Yue,Jing Jiang,Weitong Chen,Xue Li,Guodong Long,Fei Fang,Han Yu
Advanced Data Mining and Applications Book PDF

Author : Bohan Li,Lin Yue,Jing Jiang,Weitong Chen,Xue Li,Guodong Long,Fei Fang,Han Yu
Publisher : Springer Nature
Page : 430 pages
File Size : 51,7 Mb
Release : 2022-01-31
Category : Computers
ISBN : 9783030954086

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Advanced Data Mining and Applications by Bohan Li,Lin Yue,Jing Jiang,Weitong Chen,Xue Li,Guodong Long,Fei Fang,Han Yu Pdf

This book constitutes the proceedings of the 17th International Conference on Advanced Data Mining and Applications, ADMA 2021, held in Sydney, Australia in February 2022.* The 26 full papers presented together with 35 short papers were carefully reviewed and selected from 116 submissions. The papers were organized in topical sections in Part II named: Pattern mining; Graph mining; Text mining; Multimedia and time series data mining; and Classification, clustering and recommendation. * The conference was originally planned for December 2021, but was postponed to 2022.

Handbook of Research on Smart Technology Applications in the Tourism Industry

Çeltek, Evrim
Handbook of Research on Smart Technology Applications in the Tourism Industry Book PDF

Author : Çeltek, Evrim
Publisher : IGI Global
Page : 569 pages
File Size : 46,6 Mb
Release : 2020-01-17
Category : Business & Economics
ISBN : 9781799819905

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Handbook of Research on Smart Technology Applications in the Tourism Industry by Çeltek, Evrim Pdf

In today’s modernized society, certain technologies have become more applicable within many professional fields and are much easier to implement. This includes the tourism industry, where smart technology has provided a range of new marketing possibilities including more effective sales tactics and delivering a more personalized customer experience. As the scope of business analytics continues to expand, professionals need research on the various applications of smart technology within the field of tourism. The Handbook of Research on Smart Technology Applications in the Tourism Industry is an essential reference source that discusses the use of intelligent systems in tourism as well as their influence on consumer relationships. Featuring research on topics such as digital advertising, wearable technology, and consumer behavior, this book is ideally designed for travel agents, tour developers, restaurateurs, hotel managers, tour directors, airlines, marketers, researchers, managers, hospitality professionals, policymakers, business strategists, researchers, academicians, and students seeking coverage on the use of smart technologies in tourism.