Sentiment Analysis And Knowledge Discovery In Contemporary Business

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Sentiment Analysis and Knowledge Discovery in Contemporary Business

Author : Rajput, Dharmendra Singh
Publisher : IGI Global
ISBN 13 : 1522550003
Total Pages : 333 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Sentiment Analysis and Knowledge Discovery in Contemporary Business by : Rajput, Dharmendra Singh

Download or read book Sentiment Analysis and Knowledge Discovery in Contemporary Business written by Rajput, Dharmendra Singh and published by IGI Global. This book was released on 2018-08-31 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the era of social connectedness, people are becoming increasingly enthusiastic about interacting, sharing, and collaborating through online collaborative media. However, conducting sentiment analysis on these platforms can be challenging, especially for business professionals who are using them to collect vital data. Sentiment Analysis and Knowledge Discovery in Contemporary Business is an essential reference source that discusses applications of sentiment analysis as well as data mining, machine learning algorithms, and big data streams in business environments. Featuring research on topics such as knowledge retrieval and knowledge updating, this book is ideally designed for business managers, academicians, business professionals, researchers, graduate-level students, and technology developers seeking current research on data collection and management to drive profit.

Intelligent Interactions and Knowledge Discovery in Future Based Advance Computing

Author : Anand Rajavat
Publisher : Allied Publishers
ISBN 13 : 9390951933
Total Pages : 210 pages
Book Rating : 4.3/5 (99 download)

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Book Synopsis Intelligent Interactions and Knowledge Discovery in Future Based Advance Computing by : Anand Rajavat

Download or read book Intelligent Interactions and Knowledge Discovery in Future Based Advance Computing written by Anand Rajavat and published by Allied Publishers. This book was released on 2023-10-23 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human society is ushering into an intelligent society from an information society, in which computing has become a key element in formulating and promoting the development of society. In the new era of digital civilization with the internet of all things, traditional computing on data is far from being able to meet the growing endevour for a higher level of intelligence by humans. The growing interest in intelligent computing, coupled with the development of computing science, the intelligent perception of the physical world, and the understanding of the cognitive mechanism of human consciousness, has collectively elevated the intelligence level of computing and accelerated the discovery and creation of knowledge. Intelligent computing is task-oriented; it matches computing resources and realizes automatic demand calculation and precise system reconstruction. The system architecture is constantly adjusted to the task execution. Directed coupling reconstruction is performed at the software and hardware levels. Automation of the computing process includes automatic resource management and scheduling, automatic service creation and provision, and automatic management of the task life cycle, which is the key to evaluating the friendliness, availability, and service of intelligent computing. The precision of computing results anchors computing services; besides, it solves difficulties, including fast processing of computing tasks and timely matching of computing resources. The book is collection of selected papers accepted for presentation during Avdharan-2023. The objective is to highlight the research pursued by scholars these days in India. It is likely that these researches may give insight for future research and fraternity of researchers is benefitted.

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.

Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications

Author : D. Jude Hemanth
Publisher : Elsevier
ISBN 13 : 0443220107
Total Pages : 296 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications by : D. Jude Hemanth

Download or read book Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications written by D. Jude Hemanth and published by Elsevier. This book was released on 2024-01-25 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sentiment Analysis has become increasingly important in recent years for nearly all online applications. Sentiment Analysis depends heavily on Artificial Intelligence (AI) technology wherein computational intelligence approaches aid in deriving the opinions/emotions of human beings. With the vast increase in Big Data, computational intelligence approaches have become a necessity for Natural Language Processing and Sentiment Analysis in a wide range of decision-making application areas. The applications of Sentiment Analysis are enormous, ranging from business to biomedical and clinical applications. However, the combination of AI methods and Sentiment Analysis is one of the rarest commodities in the literature. The literatures either gives more importance to the application alone or to the AI/CI methodology. Computational Intelligence for Sentiment Analysis in Natural Language Processing Applications provides a solution to this problem through detailed technical coverage of AI-based Sentiment Analysis methods for various applications. The authors provide readers with an in-depth look at the challenges and solutions associated with the different types of Sentiment Analysis, including case studies and real-world scenarios from across the globe. Development of scientific and enterprise applications are covered, which will aid computer scientists in building practical/real-world AI-based Sentiment Analysis systems. Includes basic concepts, technical explanations, and case studies for in-depth explanation of the Sentiment Analysis Aids computer scientists in developing practical/real-world AI-based Sentiment Analysis systems Provides readers with real-world development applications of AI-based Sentiment Analysis, including transfer learning for opinion mining from pandemic medical data, sarcasm detection using neural networks in human-computer interaction, and emotion detection using the random-forest algorithm

Valuation Challenges and Solutions in Contemporary Businesses

Author : Köseo?lu, Sinem Derindere
Publisher : IGI Global
ISBN 13 : 1799810887
Total Pages : 324 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Valuation Challenges and Solutions in Contemporary Businesses by : Köseo?lu, Sinem Derindere

Download or read book Valuation Challenges and Solutions in Contemporary Businesses written by Köseo?lu, Sinem Derindere and published by IGI Global. This book was released on 2019-11-29 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Defining the value of an entire company can be challenging, especially for large, highly competitive business markets. While the main goal for many companies is to increase their market value, understanding the advanced techniques and determining the best course of action to maximize profits can puzzle both academic and business professionals alike. Valuation Challenges and Solutions in Contemporary Businesses provides emerging research exploring theoretical and practical aspects of income-based, market-based, and asset-based valuation approaches and applications within the financial sciences. Featuring coverage on a broad range of topics such as growth rate, diverse business, and market value, this book is ideally designed for financial officers, business professionals, company managers, CEOs, corporate professionals, academicians, researchers, and students seeking current research on the challenging aspects of firm valuation and an assortment of possible solution-driven concepts.

Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms

Author : Milutinovi?, Veljko
Publisher : IGI Global
ISBN 13 : 1799883523
Total Pages : 296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by : Milutinovi?, Veljko

Download or read book Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms written by Milutinovi?, Veljko and published by IGI Global. This book was released on 2022-03-11 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.

Performance Management of Integrated Systems and its Applications in Software Engineering

Author : Millie Pant
Publisher : Springer Nature
ISBN 13 : 9811382530
Total Pages : 236 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Performance Management of Integrated Systems and its Applications in Software Engineering by : Millie Pant

Download or read book Performance Management of Integrated Systems and its Applications in Software Engineering written by Millie Pant and published by Springer Nature. This book was released on 2019-09-10 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a key solution for current and future technological issues, adopting an integrated system approach with a combination of software engineering applications. Focusing on how software dominates and influences the performance, reliability, maintainability and availability of complex integrated systems, it proposes a comprehensive method of improving the entire process. The book provides numerous qualitative and quantitative analyses and examples of varied systems to help readers understand and interpret the derived results and outcomes. In addition, it examines and reviews foundational work associated with decision and control systems for information systems, to inspire researchers and industry professionals to develop new and integrated foundations, theories, principles, and tools for information systems. It also offers guidance and suggests best practices for the research community and practitioners alike. The book’s twenty-two chapters examine and address current and future research topics in areas like vulnerability analysis, secured software requirements analysis, progressive models for planning and enhancing system efficiency, cloud computing, healthcare management, and integrating data-information-knowledge in decision-making. As such it enables organizations to adopt integrated approaches to system and software engineering, helping them implement technological advances and drive performance. This in turn provides actionable insights on each and every technical and managerial level so that timely action-based decisions can be taken to maintain a competitive edge. Featuring conceptual work and best practices in integrated systems and software engineering applications, this book is also a valuable resource for all researchers, graduate and undergraduate students, and management professionals with an interest in the fields of e-commerce, cloud computing, software engineering, software & system security and analysis, data-information-knowledge systems and integrated systems.

Artificial Intelligence for Information Management: A Healthcare Perspective

Author : K. G. Srinivasa
Publisher : Springer Nature
ISBN 13 : 9811604150
Total Pages : 332 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Artificial Intelligence for Information Management: A Healthcare Perspective by : K. G. Srinivasa

Download or read book Artificial Intelligence for Information Management: A Healthcare Perspective written by K. G. Srinivasa and published by Springer Nature. This book was released on 2021-05-20 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the advancements in artificial intelligent techniques used in the well-being of human healthcare. It details the techniques used in collection, storage and analysis of data and their usage in different healthcare solutions. It also discusses the techniques of predictive analysis in early diagnosis of critical diseases. The edited book is divided into four parts – part A discusses introduction to artificial intelligence and machine learning in healthcare; part B highlights different analytical techniques used in healthcare; part C provides various security and privacy mechanisms used in healthcare; and finally, part D exemplifies different tools used in visualization and data analytics.

Artificial Intelligence: Practical Approach

Author : Syed Muzamil Basha
Publisher : MileStone Research Publications
ISBN 13 : 9355660634
Total Pages : 183 pages
Book Rating : 4.3/5 (556 download)

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Book Synopsis Artificial Intelligence: Practical Approach by : Syed Muzamil Basha

Download or read book Artificial Intelligence: Practical Approach written by Syed Muzamil Basha and published by MileStone Research Publications. This book was released on 2022-03-14 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book introduces programming concepts through Python language. The simple syntax of Python makes it an ideal choice for learning programming. Because of the availability of extensive standard libraries and third-party support, it is rapidly evolving as the preferred programming language among the application developers. It will bolster your foundational skills in Artificial Intelligence. Make the most of our Expert Mentor-ship facility and gain a practical understanding of Artificial Intelligence and Machine Learning. Make the most of our real-world projects from diverse industries. The content in this book goes a long way towards helping you unlock lucrative career opportunities in the coveted fields of Artificial Intelligence and Machine Learning. The steps in creating computers that are as fluent in human language as people has long been a goal for scientists and the general public. Human language communication both represents and challenges an intelligence, because while languages appear to follow some unseen rules of spelling and grammar. Systems that understand or use language, which we call ?Natural Language Processing? (NLP) systems, have been created by specifying algorithms for computers based on the observable regularities of language noted by experts.Use this book to learn the principles and methods of NLP to understand what it is, where it is useful, how to use it, and how it might be used people. The book includes the core topics of modern NLP, including an overview of the syntax and semantics of English, benchmark tasks for computational language modeling, and higher level tasks and applications that analyze or generate language, using both rule-based search and machine learning approaches. It takes the perspective of a computer scientist. The primary themes are abstraction, data, algorithms, applications and impacts. It also includes some history and trends that are important for understanding why things have been done in a certain way

Handbook of Research on Smart Technology Applications in the Tourism Industry

Author : Çeltek, Evrim
Publisher : IGI Global
ISBN 13 : 1799819906
Total Pages : 569 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Smart Technology Applications in the Tourism Industry by : Çeltek, Evrim

Download or read book Handbook of Research on Smart Technology Applications in the Tourism Industry written by Çeltek, Evrim and published by IGI Global. This book was released on 2020-01-17 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Modeling Methods for Business Information Systems Analysis and Design

Author : Erben, Selin
Publisher : IGI Global
ISBN 13 : 1522555234
Total Pages : 267 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Modeling Methods for Business Information Systems Analysis and Design by : Erben, Selin

Download or read book Modeling Methods for Business Information Systems Analysis and Design written by Erben, Selin and published by IGI Global. This book was released on 2018-12-28 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of information systems analysis and design includes numerous evolving modelling methods and notations. Even with some attempts to standardize, new modelling methods are constantly being introduced that significantly impact the way information systems are analyzed and designed in practice. Modeling Methods for Business Information Systems Analysis and Design is a collection of innovative research on the methods and applications of knowledge systems and their applications within organizational settings. While highlighting topics including finance, operational planning, and enterprise models, this book is ideally designed for academicians, professionals, and organizational researchers seeking current research on organizational design.

Using Applied Mathematical Models for Business Transformation

Author : Trad, Antoine
Publisher : IGI Global
ISBN 13 : 1799810119
Total Pages : 543 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Using Applied Mathematical Models for Business Transformation by : Trad, Antoine

Download or read book Using Applied Mathematical Models for Business Transformation written by Trad, Antoine and published by IGI Global. This book was released on 2019-12-20 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional business practices have been left behind due to the increased use of data analytics and information technology in companies worldwide. This development has led to businesses implementing transformative projects that use these new technologies in their decision-making systems. Altering the entire architecture of a company is a daunting task; however, researchers are finding methods through applied mathematics that can make it easier on companies. Implementing analytical models into current business processes is vital for professionals across the globe. Using Applied Mathematical Models for Business Transformation is an essential reference source that discusses the advancement of decision-making systems in business environments with the use of applied mathematics, algorithms, and information technology. Featuring research on topics such as decision-making systems, critical success factors, and global enterprise architecture, this book is ideally designed for project managers, financial analysts, business strategists, software engineers, technical architects, students, researchers, and educators seeking coverage on the transformation of business practices using applied mathematics and information technology.

Big data analytics for smart healthcare applications

Author : Celestine Iwendi
Publisher : Frontiers Media SA
ISBN 13 : 2832515754
Total Pages : 1365 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Big data analytics for smart healthcare applications by : Celestine Iwendi

Download or read book Big data analytics for smart healthcare applications written by Celestine Iwendi and published by Frontiers Media SA. This book was released on 2023-04-17 with total page 1365 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multimedia Big Data Computing for IoT Applications

Author : Sudeep Tanwar
Publisher : Springer
ISBN 13 : 9811387591
Total Pages : 477 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Multimedia Big Data Computing for IoT Applications by : Sudeep Tanwar

Download or read book Multimedia Big Data Computing for IoT Applications written by Sudeep Tanwar and published by Springer. This book was released on 2019-07-17 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers all aspects of managing the complexity of Multimedia Big Data Computing (MMBD) for IoT applications and develops a comprehensive taxonomy. It also discusses a process model that addresses a number of research challenges associated with MMBD, such as scalability, accessibility, reliability, heterogeneity, and Quality of Service (QoS) requirements, presenting case studies to demonstrate its application. Further, the book examines the layered architecture of MMBD computing and compares the life cycle of both big data and MMBD. Written by leading experts, it also includes numerous solved examples, technical descriptions, scenarios, procedures, and algorithms.

Big Data Analytics for Entrepreneurial Success

Author : Sedkaoui, Soraya
Publisher : IGI Global
ISBN 13 : 152257610X
Total Pages : 300 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Big Data Analytics for Entrepreneurial Success by : Sedkaoui, Soraya

Download or read book Big Data Analytics for Entrepreneurial Success written by Sedkaoui, Soraya and published by IGI Global. This book was released on 2018-11-09 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a resolutely practical and data-driven project universe, the digital age changed the way data is collected, stored, analyzed, visualized and protected, transforming business opportunities and strategies. It is important for today’s organizations and entrepreneurs to implement a robust data strategy and industrialize a set of “data-driven” solutions to utilize big data analytics to its fullest potential. Big Data Analytics for Entrepreneurial Success provides emerging perspectives on the theoretical and practical aspects of data analysis tools and techniques within business applications. Featuring coverage on a broad range of topics such as algorithms, data collection, and machine learning, this publication provides concrete examples and case studies of successful uses of data-driven projects as well as the challenges and opportunities of generating value from data using analytics. It is ideally designed for entrepreneurs, researchers, business owners, managers, graduate students, academicians, software developers, and IT professionals seeking current research on the essential tools and technologies for organizing, analyzing, and benefiting from big data.

Strategic IT Governance and Performance Frameworks in Large Organizations

Author : Maleh, Yassine
Publisher : IGI Global
ISBN 13 : 1522578277
Total Pages : 413 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Strategic IT Governance and Performance Frameworks in Large Organizations by : Maleh, Yassine

Download or read book Strategic IT Governance and Performance Frameworks in Large Organizations written by Maleh, Yassine and published by IGI Global. This book was released on 2019-01-04 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: As digitization continues to bring rapid changes to businesses, companies must remain agile in order to comply with changing regulations and maintain governance and compliance while achieving its business objectives. To achieve this agility, IT staff within these companies must be able to respond quickly to changing business needs while maintaining existing and efficient infrastructure. Strategic IT Governance and Performance Frameworks in Large Organizations is an essential reference source that provides emerging frameworks and models that implement an efficient strategic IT governance in organizations and discusses the effects these policies have on the business as a whole. Featuring six international case studies from large organizations, this title covers topics such as IT management, security policy, and organizational governance, and is ideally designed for IT specialists, academicians, researchers, policymakers, and managers.

Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities

Author : Paul, Dimple Valayil
Publisher : IGI Global
ISBN 13 : 1799837734
Total Pages : 229 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities by : Paul, Dimple Valayil

Download or read book Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities written by Paul, Dimple Valayil and published by IGI Global. This book was released on 2021-01-08 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main problems that prevent fast and high-quality document processing in electronic document management systems are insufficient and unstructured information, information redundancy, and the presence of large amounts of undesirable user information. The human factor has a significant impact on the efficiency of document search. An average user is not aware of the advanced option of a query language and uses typical queries. Development of a specialized software toolkit intended for information systems and electronic document management systems can be an effective solution of the tasks listed above. Such toolkits should be based on the means and methods of automatic keyword extraction and text classification. The categorization (or classification) of texts into predefined categories has witnessed a booming interest in the last 10 years due to the increased availability of documents in digital form and the ensuing need to organize them. Thus, research on keyword extraction, advancements in the field, and possible future solutions is of great importance in current times. Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities presents an information extraction mechanism that can process many kinds of inputs, realize the type of text, and understand the percentage of the keywords that has to be stored. This mechanism then supports information extraction and information categorization mechanisms. This module is used to support a text summarization mechanism, which leads—with the help of the keyword extraction module—to text categorization. It employs lexical and information retrieval techniques to extract phrases from the document text that are likely to characterize it and determines the category of the retrieved text to present a summary to the users. This book is ideal for practitioners, stakeholders, researchers, academicians, and students who are interested in the development of a new keyword extractor and document classifier method.