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KNN Classifier Based Approach for Multi-Class Sentiment Analysis of Twitter Data

KNN Classifier Based Approach for Multi-Class Sentiment Analysis of Twitter Data PDF Author: Sudhir Pathak
Publisher:
ISBN: 9781726850209
Category :
Languages : en
Pages : 124

Book Description
'Sentiment' literally means 'Emotions'. Sentiment analysis, synonymous to opinion mining, is a type of data mining that refers to the analysis of text data obtained from microblogging sites, social media updates, online news reports, user reviews etc., in order to study the sentiments of the people towards an event, organization, product, brand, person etc. With the rise of users posting their viewpoints in microblogging sites, sentiment analysis of the posted texts has turned into a happening field of research, as it serves as a potential source for studying the opinions held by the commenters towards an entity.

KNN Classifier Based Approach for Multi-Class Sentiment Analysis of Twitter Data

KNN Classifier Based Approach for Multi-Class Sentiment Analysis of Twitter Data PDF Author: Sudhir Pathak
Publisher:
ISBN: 9781726850209
Category :
Languages : en
Pages : 124

Book Description
'Sentiment' literally means 'Emotions'. Sentiment analysis, synonymous to opinion mining, is a type of data mining that refers to the analysis of text data obtained from microblogging sites, social media updates, online news reports, user reviews etc., in order to study the sentiments of the people towards an event, organization, product, brand, person etc. With the rise of users posting their viewpoints in microblogging sites, sentiment analysis of the posted texts has turned into a happening field of research, as it serves as a potential source for studying the opinions held by the commenters towards an entity.

Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines

Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines PDF Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1668463040
Category : Computers
Languages : en
Pages : 1980

Book Description
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.

Advanced Computing

Advanced Computing PDF Author: Deepak Garg
Publisher: Springer Nature
ISBN: 3030955028
Category : Computers
Languages : en
Pages : 708

Book Description
This volume constitutes reviewed and selected papers from the 11th International Advanced Computing Conference, IACC 2021, held in December 2021. The 47 full papers and 4 short papers presented in the volume were thorougly reviewed and selected from 246 submissions. The papers are organized in the following topical sections: application of artificial intelligence and machine learning in healthcare; application of AI for emotion and behaviour prediction; problem solving using reinforcement learning and analysis of data; advance uses of RNN and regression techniques; special intervention of AI.

Intelligent Systems Design and Applications

Intelligent Systems Design and Applications PDF Author: Ajith Abraham
Publisher: Springer Nature
ISBN: 3031647793
Category :
Languages : en
Pages : 500

Book Description


Handbook of Research on Advanced Research Methodologies for a Digital Society

Handbook of Research on Advanced Research Methodologies for a Digital Society PDF Author: Punziano, Gabriella
Publisher: IGI Global
ISBN: 1799884740
Category : Reference
Languages : en
Pages : 919

Book Description
Doing research is an ever-changing challenge for social scientists. This challenge is harder than ever today as current societies are changing quickly and in many, sometimes conflicting, directions. Social phenomena, personal interactions, and formal and informal relationships are becoming more borderless and disconnected from the anchors of the offline “reality.” These dynamics are heavily marking our time and are suggesting evolutionary challenges in the ways we know, interpret, and analyze the world. Internet and computer-mediated communication (CMC) is being incorporated into every aspect of daily life, and social life has been deeply penetrated by the internet. This is due to recent technological developments that increase the scope and range of online social spaces and the forms and time of participation such as Web 2.0, which widened the opportunities for user-generated content, the emergence of an “internet of things,” and of ubiquitous mobile devices that make it possible to always be connected. This implies an adjustment to epistemological and methodological stances for conducting social research and an adaption of traditional social research methods to the specificities of online interactions in the digital society. The Handbook of Research on Advanced Research Methodologies for a Digital Society covers the different strands of methods most affected by the change in a digital society and develops a broader theoretical reflection on the future of social research in its challenge to always be fitting, suitable, adaptable, and pertinent to the society to be studied. The chapters are geared towards unlocking the future frontiers and potential for social research in the digital society. They include theoretical, epistemological, and ontological reflections about the digital research methods as well as innovative methods and tools to collect, analyze, and interpret data. This book is ideal for social scientists, practitioners, librarians, researchers, academicians, and students interested in social research methodology and its developments in the digital scenario.

Computational Intelligence and Mathematical Applications

Computational Intelligence and Mathematical Applications PDF Author: Devendra Prasad
Publisher: CRC Press
ISBN: 1040155642
Category : Computers
Languages : en
Pages : 334

Book Description
It is with great pleasure to present the proceedings of the International Conference on Computational Intelligence and Mathematical Applications (ICCIMA 2023), held on 21-22 December 2023, at Panipat Institute of Engineering and Technology, Panipat. This conference brought scholars, researchers, professionals, and intellectuals together from diverse fields to exchange ideas, share insights, and foster collaborations in Optimization, Computational Intelligence and Mathematical Applications. The ICCIMA 2023 served as a platform for contributors to demonstrate their latest findings, discuss emerging trends, and explore innovations to the problems that different disciplines are currently experiencing. The conference’s scope and depth of themes reflect our community’s rich diversity of interests and levels of competence.

Computer Networks and Inventive Communication Technologies

Computer Networks and Inventive Communication Technologies PDF Author: S. Smys
Publisher: Springer Nature
ISBN: 9811637288
Category : Technology & Engineering
Languages : en
Pages : 889

Book Description
This book is a collection of peer-reviewed best-selected research papers presented at 4th International Conference on Computer Networks and Inventive Communication Technologies (ICCNCT 2021). The book covers new results in theory, methodology, and applications of computer networks and data communications. It includes original papers on computer networks, network protocols and wireless networks, data communication technologies, and network security. The proceedings of this conference are a valuable resource, dealing with both the important core and the specialized issues in the areas of next-generation wireless network design, control, and management, as well as in the areas of protection, assurance, and trust in information security practice. It is a reference for researchers, instructors, students, scientists, engineers, managers, and industry practitioners for advanced work in the area.

International Conference on Innovative Computing and Communications

International Conference on Innovative Computing and Communications PDF Author: Deepak Gupta
Publisher: Springer Nature
ISBN: 981193679X
Category : Technology & Engineering
Languages : en
Pages : 772

Book Description
This book includes high-quality research papers presented at the Fifth International Conference on Innovative Computing and Communication (ICICC 2022), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on February 19–20, 2022. Introducing the innovative works of scientists, professors, research scholars, students and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.

Shallow Learning vs. Deep Learning

Shallow Learning vs. Deep Learning PDF Author: Ömer Faruk Ertuğrul
Publisher: Springer Nature
ISBN: 3031694996
Category :
Languages : en
Pages : 283

Book Description


Pattern Recognition Applications and Methods

Pattern Recognition Applications and Methods PDF Author: Maria De Marsico
Publisher: Springer Nature
ISBN: 3031547268
Category :
Languages : en
Pages : 159

Book Description