New Opportunities For Sentiment Analysis And Information Processing

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New Opportunities for Sentiment Analysis and Information Processing

Author : Sharaff, Aakanksha
Publisher : IGI Global
ISBN 13 : 179988063X
Total Pages : 311 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis New Opportunities for Sentiment Analysis and Information Processing by : Sharaff, Aakanksha

Download or read book New Opportunities for Sentiment Analysis and Information Processing written by Sharaff, Aakanksha and published by IGI Global. This book was released on 2021-06-25 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multinational organizations have begun to realize that sentiment mining plays an important role for decision making and market strategy. The revolutionary growth of digital marketing not only changes the market game, but also brings forth new opportunities for skilled professionals and expertise. Currently, the technologies are rapidly changing, and artificial intelligence (AI) and machine learning are contributing as game-changing technologies. These are not only trending but are also increasingly popular among data scientists and data analysts. New Opportunities for Sentiment Analysis and Information Processing provides interdisciplinary research in information retrieval and sentiment analysis including studies on extracting sentiments from textual data, sentiment visualization-based dimensionality reduction for multiple features, and deep learning-based multi-domain sentiment extraction. The book also optimizes techniques used for sentiment identification and examines applications of sentiment analysis and emotion detection. Covering such topics as communication networks, natural language processing, and semantic analysis, this book is essential for data scientists, data analysts, IT specialists, scientists, researchers, academicians, and students.

Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668463040
Total Pages : 1980 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines by : Management Association, Information Resources

Download or read book Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines written by Management Association, Information Resources and published by IGI Global. This book was released on 2022-06-10 with total page 1980 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of internet and social media usage in the past couple of decades has presented a very useful tool for many different industries and fields to utilize. With much of the world’s population writing their opinions on various products and services in public online forums, industries can collect this data through various computational tools and methods. These tools and methods, however, are still being perfected in both collection and implementation. Sentiment analysis can be used for many different industries and for many different purposes, which could better business performance and even society. The Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines discusses the tools, methodologies, applications, and implementation of sentiment analysis across various disciplines and industries such as the pharmaceutical industry, government, and the tourism industry. It further presents emerging technologies and developments within the field of sentiment analysis and opinion mining. Covering topics such as electronic word of mouth (eWOM), public security, and user similarity, this major reference work is a comprehensive resource for computer scientists, IT professionals, AI scientists, business leaders and managers, marketers, advertising agencies, public administrators, government officials, university administrators, libraries, students and faculty of higher education, researchers, and academicians.

Data Mining Approaches for Big Data and Sentiment Analysis in Social Media

Author : Gupta, Brij B.
Publisher : IGI Global
ISBN 13 : 1799884155
Total Pages : 313 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Data Mining Approaches for Big Data and Sentiment Analysis in Social Media by : Gupta, Brij B.

Download or read book Data Mining Approaches for Big Data and Sentiment Analysis in Social Media written by Gupta, Brij B. and published by IGI Global. This book was released on 2021-12-31 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media sites are constantly evolving with huge amounts of scattered data or big data, which makes it difficult for researchers to trace the information flow. It is a daunting task to extract a useful piece of information from the vast unstructured big data; the disorganized structure of social media contains data in various forms such as text and videos as well as huge real-time data on which traditional analytical methods like statistical approaches fail miserably. Due to this, there is a need for efficient data mining techniques that can overcome the shortcomings of the traditional approaches. Data Mining Approaches for Big Data and Sentiment Analysis in Social Media encourages researchers to explore the key concepts of data mining, such as how they can be utilized on online social media platforms, and provides advances on data mining for big data and sentiment analysis in online social media, as well as future research directions. Covering a range of concepts from machine learning methods to data mining for big data analytics, this book is ideal for graduate students, academicians, faculty members, scientists, researchers, data analysts, social media analysts, managers, and software developers who are seeking to learn and carry out research in the area of data mining for big data and sentiment.

International Conference on Information Systems and Intelligent Applications

Author : Mostafa Al-Emran
Publisher : Springer Nature
ISBN 13 : 3031168658
Total Pages : 766 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis International Conference on Information Systems and Intelligent Applications by : Mostafa Al-Emran

Download or read book International Conference on Information Systems and Intelligent Applications written by Mostafa Al-Emran and published by Springer Nature. This book was released on 2022-10-22 with total page 766 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book sheds light on the fundamental and innovative topics in information systems and their societal impact on individuals and organizations. It mainly focuses on the role of artificial intelligence in organizations, human-computer interaction, IS in education and industry, and IS security, privacy, and trust. The outcomes are expected to assist the decision-makers in formulating the required policies and procedures for using cutting-edge technologies.

New Approaches to Data Analytics and Internet of Things Through Digital Twin

Author : Karthikeyan, P.
Publisher : IGI Global
ISBN 13 : 1668457245
Total Pages : 326 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis New Approaches to Data Analytics and Internet of Things Through Digital Twin by : Karthikeyan, P.

Download or read book New Approaches to Data Analytics and Internet of Things Through Digital Twin written by Karthikeyan, P. and published by IGI Global. This book was released on 2022-09-30 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Even though many data analytics tools have been developed in the past years, their usage in the field of cyber twin warrants new approaches that consider various aspects including unified data representation, zero-day attack detection, data sharing across threat detection systems, real-time analysis, sampling, dimensionality reduction, resource-constrained data processing, and time series analysis for anomaly detection. Further study is required to fully understand the opportunities, benefits, and difficulties of data analytics and the internet of things in today’s modern world. New Approaches to Data Analytics and Internet of Things Through Digital Twin considers how data analytics and the internet of things can be used successfully within the field of digital twin as well as the potential future directions of these technologies. Covering key topics such as edge networks, deep learning, intelligent data analytics, and knowledge discovery, this reference work is ideal for computer scientists, industry professionals, researchers, scholars, practitioners, academicians, instructors, and students.

International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2023)

Author : Mostafa Ezziyyani
Publisher : Springer Nature
ISBN 13 : 3031523857
Total Pages : 458 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2023) by : Mostafa Ezziyyani

Download or read book International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2023) written by Mostafa Ezziyyani and published by Springer Nature. This book was released on with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applications of Computational Science in Artificial Intelligence

Author : Nayyar, Anand
Publisher : IGI Global
ISBN 13 : 1799890147
Total Pages : 284 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Applications of Computational Science in Artificial Intelligence by : Nayyar, Anand

Download or read book Applications of Computational Science in Artificial Intelligence written by Nayyar, Anand and published by IGI Global. This book was released on 2022-04-22 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational science, in collaboration with engineering, acts as a bridge between hypothesis and experimentation. It is essential to use computational methods and their applications in order to automate processes as many major industries rely on advanced modeling and simulation. Computational science is inherently interdisciplinary and can be used to identify and evaluate complicated systems, foresee their performance, and enhance procedures and strategies. Applications of Computational Science in Artificial Intelligence delivers technological solutions to improve smart technologies architecture, healthcare, and environmental sustainability. It also provides background on key aspects such as computational solutions, computation framework, smart prediction, and healthcare solutions. Covering a range of topics such as high-performance computing and software infrastructure, this reference work is ideal for software engineers, practitioners, researchers, scholars, academicians, instructors, and students.

Handbook of Research on Essential Information Approaches to Aiding Global Health in the One Health Context

Author : Lima de Magalhães, Jorge
Publisher : IGI Global
ISBN 13 : 1799880125
Total Pages : 390 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Essential Information Approaches to Aiding Global Health in the One Health Context by : Lima de Magalhães, Jorge

Download or read book Handbook of Research on Essential Information Approaches to Aiding Global Health in the One Health Context written by Lima de Magalhães, Jorge and published by IGI Global. This book was released on 2021-10-22 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Post COVID-19 pandemic, researchers have been evaluating the healthcare system for improvements that can be made. Understanding global healthcare systems’ operations is essential to preventative measures to be taken for the next global health crisis. A key part to bettering healthcare is the implementation of information management and One Health. The Handbook of Research on Essential Information Approaches to Aiding Global Health in the One Health Context evaluates the concepts in global health and the application of essential information management in healthcare organizational strategic contexts. This text promotes understanding in how evaluation health and information management are decisive for health planning, management, and implementation of the One Health concept. Covering topics like development partnerships, global health, and the nature of pandemics, this text is essential for health administrators, policymakers, government officials, public health officials, information systems experts, data scientists, analysts, health information science and global health scholars, researchers, practitioners, doctors, students, and academicians.

Data Science and Its Applications

Author : Aakanksha Sharaff
Publisher : CRC Press
ISBN 13 : 1000413942
Total Pages : 379 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Data Science and Its Applications by : Aakanksha Sharaff

Download or read book Data Science and Its Applications written by Aakanksha Sharaff and published by CRC Press. This book was released on 2021-08-17 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Provides the fundamentals of data science and emerging applications along with case studies 2. Data Science has become an essential part of all modern advancements in several applications areas such as Automation, Economy, IT/ITES, Big Data, Affective Computation etc. Data handling and management, not done properly poses big challenge in various implementations and thus this book will highlight major case studies, real time applications, implementation strategies, challenges and future research directions. Hence there would be a demand for this book. 3. The current books available do not focus extensive scope of Data Science. Especially Handing and managing the Data in Several Applications. Case Studies and Research Directions will be Unique Contributions in the Proposed Book.

Sentiment Analysis

Author : Bing Liu
Publisher : Cambridge University Press
ISBN 13 : 1108787282
Total Pages : 451 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis Sentiment Analysis by : Bing Liu

Download or read book Sentiment Analysis written by Bing Liu and published by Cambridge University Press. This book was released on 2020-10-15 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sentiment analysis is the computational study of people's opinions, sentiments, emotions, moods, and attitudes. This fascinating problem offers numerous research challenges, but promises insight useful to anyone interested in opinion analysis and social media analysis. This comprehensive introduction to the topic takes a natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs commonly used to express opinions, sentiments, and emotions. The book covers core areas of sentiment analysis and also includes related topics such as debate analysis, intention mining, and fake-opinion detection. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. In addition to traditional computational methods, this second edition includes recent deep learning methods to analyze and summarize sentiments and opinions, and also new material on emotion and mood analysis techniques, emotion-enhanced dialogues, and multimodal emotion analysis.

Sentiment Analysis and Opinion Mining

Author : Bing Liu
Publisher : Springer Nature
ISBN 13 : 3031021452
Total Pages : 167 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Sentiment Analysis and Opinion Mining by : Bing Liu

Download or read book Sentiment Analysis and Opinion Mining written by Bing Liu and published by Springer Nature. This book was released on 2022-05-31 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Advances in Multimedia Information Processing – PCM 2017

Author : Bing Zeng
Publisher : Springer
ISBN 13 : 3319773801
Total Pages : 919 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Advances in Multimedia Information Processing – PCM 2017 by : Bing Zeng

Download or read book Advances in Multimedia Information Processing – PCM 2017 written by Bing Zeng and published by Springer. This book was released on 2018-05-09 with total page 919 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 10735 and 10736 constitutes the thoroughly refereed proceedings of the 18th Pacific-Rim Conference on Multimedia, PCM 2017, held in Harbin, China, in September 2017. The 184 full papers presented were carefully reviewed and selected from 264 submissions. The papers are organized in topical sections on: Best Paper Candidate; Video Coding; Image Super-resolution, Debluring, and Dehazing; Person Identity and Emotion; Tracking and Action Recognition; Detection and Classification; Multimedia Signal Reconstruction and Recovery; Text and Line Detection/Recognition; Social Media; 3D and Panoramic Vision; Deep Learning for Signal Processing and Understanding; Large-Scale Multimedia Affective Computing; Sensor-enhanced Multimedia Systems; Content Analysis; Coding, Compression, Transmission, and Processing.

Blockchain Technology Applications in Businesses and Organizations

Author : De Giovanni, Pietro
Publisher : IGI Global
ISBN 13 : 1799880168
Total Pages : 315 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Blockchain Technology Applications in Businesses and Organizations by : De Giovanni, Pietro

Download or read book Blockchain Technology Applications in Businesses and Organizations written by De Giovanni, Pietro and published by IGI Global. This book was released on 2021-12-17 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain technology has the ability to disrupt industries and transform business models since all intermediaries and stakeholders can now interact with little friction and at a fraction of the current transaction costs. Using blockchain technology, firms can undergo new applications and processes by pursuing transparency and control, low bureaucracy, trustless relationships, high standards of responsibility, and sustainability. As a result, business and organizations can successfully implement blockchain to grant transparency to consumers and end-users; remove challenges linked to pollution, frauds, human rights, abuse, and other inefficiencies; as well as guaranteed traceability of goods and services by univocally identifying the provenance inputs' quantity and quality along with their treatment and origin. Blockchain Technology Applications in Businesses and Organizations reveals the true advantages that blockchain entails for firms by creating transparent and digital transactions, resolves conflicts and exceptions, and provides incentive-based mechanisms and smart contracts. This book seeks to create a clear understanding of blockchain's applications such that business leaders can see and evaluate its real advantages. Blockchain is then analyzed not from the typical perspective of financial tools using cryptocurrencies and bitcoins but from the perspective of the business advantages for business and organizations. Specifically, the book highlights the advantages of blockchain across different segments and industries by analyzing specific aspects like procurement, manufacturing, contracts, inventory, logistics, operations, sustainability, technology, and innovation. It is an essential reference source for managers, executives, IT specialists, students, operations managers, supply chain managers, project managers, technology managers, academicians, and researchers.

Ranked Set Sampling Models and Methods

Author : Bouza-Herrera, Carlos N.
Publisher : IGI Global
ISBN 13 : 179987558X
Total Pages : 276 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Ranked Set Sampling Models and Methods by : Bouza-Herrera, Carlos N.

Download or read book Ranked Set Sampling Models and Methods written by Bouza-Herrera, Carlos N. and published by IGI Global. This book was released on 2021-08-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: When it comes to data collection and analysis, ranked set sampling (RSS) continues to increasingly be the focus of methodological research. This type of sampling is an alternative to simple random sampling and can offer substantial improvements in precision and efficient estimation. There are different methods within RSS that can be further explored and discussed. On top of being efficient, RSS is cost-efficient and can be used in situations where sample units are difficult to obtain. With new results in modeling and applications, and a growing importance in theory and practice, it is essential for modeling to be further explored and developed through research. Ranked Set Sampling Models and Methods presents an innovative look at modeling survey sampling research and new models of RSS along with the future potentials of it. The book provides a panoramic view of the state of the art of RSS by presenting some previously known and new models. The chapters illustrate how the modeling is to be developed and how they improve the efficiency of the inferences. The chapters highlight topics such as bootstrap methods, fuzzy weight ranked set sampling method, item count technique, stratified ranked set sampling, and more. This book is essential for statisticians, social and natural science scientists, physicians and all the persons involved with the use of sampling theory in their research along with practitioners, researchers, academicians, and students interested in the latest models and methods for ranked set sampling.

Neural Information Processing

Author : Tingwen Huang
Publisher : Springer
ISBN 13 : 3642344755
Total Pages : 708 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Neural Information Processing by : Tingwen Huang

Download or read book Neural Information Processing written by Tingwen Huang and published by Springer. This book was released on 2012-11-05 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis.

Data Mining Approaches for Big Data and Sentiment Analysis in Social Media

Author : Brij Gupta
Publisher :
ISBN 13 : 9781799884149
Total Pages : 336 pages
Book Rating : 4.8/5 (841 download)

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Book Synopsis Data Mining Approaches for Big Data and Sentiment Analysis in Social Media by : Brij Gupta

Download or read book Data Mining Approaches for Big Data and Sentiment Analysis in Social Media written by Brij Gupta and published by . This book was released on 2021 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book explores the key concepts of data mining and utilizing them on online social media platforms, offering valuable insight into data mining approaches for big data and sentiment analysis in online social media and covering many important security and other aspects and current trends"--

Sentiment Analysis in Social Networks

Author : Federico Alberto Pozzi
Publisher : Morgan Kaufmann
ISBN 13 : 0128044381
Total Pages : 284 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Sentiment Analysis in Social Networks by : Federico Alberto Pozzi

Download or read book Sentiment Analysis in Social Networks written by Federico Alberto Pozzi and published by Morgan Kaufmann. This book was released on 2016-10-06 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, such as opinions and sentiments, in order to create structured and actionable knowledge to be used by either a decision support system or a decision maker. Sentiment analysis has gained even more value with the advent and growth of social networking. Sentiment Analysis in Social Networks begins with an overview of the latest research trends in the field. It then discusses the sociological and psychological processes underling social network interactions. The book explores both semantic and machine learning models and methods that address context-dependent and dynamic text in online social networks, showing how social network streams pose numerous challenges due to their large-scale, short, noisy, context- dependent and dynamic nature. Further, this volume: Takes an interdisciplinary approach from a number of computing domains, including natural language processing, machine learning, big data, and statistical methodologies Provides insights into opinion spamming, reasoning, and social network analysis Shows how to apply sentiment analysis tools for a particular application and domain, and how to get the best results for understanding the consequences Serves as a one-stop reference for the state-of-the-art in social media analytics Takes an interdisciplinary approach from a number of computing domains, including natural language processing, big data, and statistical methodologies Provides insights into opinion spamming, reasoning, and social network mining Shows how to apply opinion mining tools for a particular application and domain, and how to get the best results for understanding the consequences Serves as a one-stop reference for the state-of-the-art in social media analytics