Critical Approaches To Information Retrieval Research

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Critical Approaches to Information Retrieval Research

Author : Sarfraz, Muhammad
Publisher : IGI Global
ISBN 13 : 1799810232
Total Pages : 355 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Critical Approaches to Information Retrieval Research by : Sarfraz, Muhammad

Download or read book Critical Approaches to Information Retrieval Research written by Sarfraz, Muhammad and published by IGI Global. This book was released on 2019-08-30 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information retrieval (IR) is considered to be the science of searching for information from a variety of information sources related to texts, images, sounds, or multimedia. With the rise of the internet and digital databases, updated information retrieval methodologies are essential to ensure the continued facilitation and enhancement of information exchange. Critical Approaches to Information Retrieval Research is a critical scholarly publication that provides multidisciplinary examinations of theoretical innovations and methods in information retrieval technologies including search and storage applications for data, text, image, sound, document, and video retrieval. Featuring a wide range of topics including data mining, machine learning, and ontology, this book is ideal for librarians, software engineers, data scientists, professionals, researchers, information engineers, scientists, practitioners, and academicians working in the fields of computer science, information technology, information and communication sciences, education, health, library, and more.

Introduction to Information Retrieval

Author : Christopher D. Manning
Publisher : Cambridge University Press
ISBN 13 : 1139472100
Total Pages : pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Introduction to Information Retrieval by : Christopher D. Manning

Download or read book Introduction to Information Retrieval written by Christopher D. Manning and published by Cambridge University Press. This book was released on 2008-07-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.

Handbook of Research on Connecting Research Methods for Information Science Research

Author : Ngulube, Patrick
Publisher : IGI Global
ISBN 13 : 1799814726
Total Pages : 639 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Connecting Research Methods for Information Science Research by : Ngulube, Patrick

Download or read book Handbook of Research on Connecting Research Methods for Information Science Research written by Ngulube, Patrick and published by IGI Global. This book was released on 2019-12-13 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s globalized world, viable and reliable research is fundamental for the development of information. Innovative methods of research have begun to shed light on notable issues and concerns that affect the advancement of knowledge within information science. Building on previous literature and exploring these new research techniques are necessary to understand the future of information and knowledge. The Handbook of Research on Connecting Research Methods for Information Science Research is a collection of innovative research on the methods and application of study methods within library and information science. While highlighting topics including data management, philosophical foundations, and quantitative methodology, this book is ideally designed for librarians, information science professionals, policymakers, advanced-level students, researchers, and academicians seeking current research on transformative methods of research within information science.

Machine Learning, Image Processing, Network Security and Data Sciences

Author : Arup Bhattacharjee
Publisher : Springer Nature
ISBN 13 : 9811563152
Total Pages : 436 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Machine Learning, Image Processing, Network Security and Data Sciences by : Arup Bhattacharjee

Download or read book Machine Learning, Image Processing, Network Security and Data Sciences written by Arup Bhattacharjee and published by Springer Nature. This book was released on 2020-06-23 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set (CCIS 1240-1241) constitutes the refereed proceedings of the Second International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, MIND 2020, held in Silchar, India. Due to the COVID-19 pandemic the conference has been postponed to July 2020. The 79 full papers and 4 short papers were thoroughly reviewed and selected from 219 submissions. The papers are organized according to the following topical sections: data science and big data; image processing and computer vision; machine learning and computational intelligence; network and cyber security.

Exploring Critical Approaches of Evolutionary Computation

Author : Sarfraz, Muhammad
Publisher : IGI Global
ISBN 13 : 1522558330
Total Pages : 390 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Exploring Critical Approaches of Evolutionary Computation by : Sarfraz, Muhammad

Download or read book Exploring Critical Approaches of Evolutionary Computation written by Sarfraz, Muhammad and published by IGI Global. This book was released on 2018-07-13 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern optimization approaches have attracted an increasing number of scientists, decision makers, and researchers. As new issues in this field emerge, different optimization methodologies must be developed and implemented. Exploring Critical Approaches of Evolutionary Computation is a vital scholarly publication that explores the latest developments, methods, approaches, and applications of evolutionary models in a variety of fields. It also emphasizes evolutionary models of computation such as genetic algorithms, evolutionary strategies, classifier systems, evolutionary programming, genetic programming, and related fields such as swarm intelligence and other evolutionary computation techniques. Highlighting a range of pertinent topics such as neural networks, data mining, and data analytics, this book is designed for IT developers, IT theorists, computer engineers, researchers, practitioners, and upper-level students seeking current research on enhanced information exchange methods and practical aspects of computational systems.

Emotion and Information Processing

Author : Sachi Nandan Mohanty
Publisher : Springer Nature
ISBN 13 : 3030488497
Total Pages : 227 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Emotion and Information Processing by : Sachi Nandan Mohanty

Download or read book Emotion and Information Processing written by Sachi Nandan Mohanty and published by Springer Nature. This book was released on 2020-10-21 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of thirteen chapters covering many facts like psycho-social intervention on emotional disorders in individuals, impact of emotion and cognition on blended theory, theory and implication of information processing, effects of emotional self esteem in women, emotional dimension of women in workplace, effects of mental thinking in different age groups irrespective of the gender, negative emotions and its effect on information processing, role of emotions in education and lastly emotional analysis in multi perspective domain adopting machine learning approach. Most of the chapters having experimental studies, with each experiment having different constructs as well as different samples for each data collection. Most of the studies measure information processing within altered mood states, such as depression, anxiety, or positive emotional states, with mental ability tasks being conducted in addition to the experiments of quasi-experimental design.

Applications of Big Data in Large- and Small-Scale Systems

Author : Goundar, Sam
Publisher : IGI Global
ISBN 13 : 1799866750
Total Pages : 377 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Applications of Big Data in Large- and Small-Scale Systems by : Goundar, Sam

Download or read book Applications of Big Data in Large- and Small-Scale Systems written by Goundar, Sam and published by IGI Global. This book was released on 2021-01-15 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: With new technologies, such as computer vision, internet of things, mobile computing, e-governance and e-commerce, and wide applications of social media, organizations generate a huge volume of data and at a much faster rate than several years ago. Big data in large-/small-scale systems, characterized by high volume, diversity, and velocity, increasingly drives decision making and is changing the landscape of business intelligence. From governments to private organizations, from communities to individuals, all areas are being affected by this shift. There is a high demand for big data analytics that offer insights for computing efficiency, knowledge discovery, problem solving, and event prediction. To handle this demand and this increase in big data, there needs to be research on innovative and optimized machine learning algorithms in both large- and small-scale systems. Applications of Big Data in Large- and Small-Scale Systems includes state-of-the-art research findings on the latest development, up-to-date issues, and challenges in the field of big data and presents the latest innovative and intelligent applications related to big data. This book encompasses big data in various multidisciplinary fields from the medical field to agriculture, business research, and smart cities. While highlighting topics including machine learning, cloud computing, data visualization, and more, this book is a valuable reference tool for computer scientists, data scientists and analysts, engineers, practitioners, stakeholders, researchers, academicians, and students interested in the versatile and innovative use of big data in both large-scale and small-scale systems.

Managing and Adapting Library Information Services for Future Users

Author : Osuigwe, Nkem Ekene
Publisher : IGI Global
ISBN 13 : 1799811182
Total Pages : 284 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Managing and Adapting Library Information Services for Future Users by : Osuigwe, Nkem Ekene

Download or read book Managing and Adapting Library Information Services for Future Users written by Osuigwe, Nkem Ekene and published by IGI Global. This book was released on 2019-11-22 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information in today’s modernized world has become much more attainable with the use of technology. A resource that has fallen victim to this are library services. What was once a staple of knowledge and communication has failed to keep pace with recent advancements in information service providers. Library practitioners need to learn how to manage change, build influence, and adapt their services to remain relevant within local communities. Libraries can continue to play a key role in future aspects of information provision, but proper research is a necessity. Managing and Adapting Library Information Services for Future Users is a collection of innovative research that encapsulates practices, concepts, ideas, and proposals that would chart pathways for libraries of all types to envision and understand how to thrive and remain relevant in the competitive information provision environment. It is expected to motivate librarians and information scientists to probe further into how libraries would better serve user communities of the 21st century who have options of accessing information from sources other than from libraries. While highlighting topics including artificial intelligence, human design thinking, and alternative finance, this book is ideally designed for librarians, information specialists, architects, data scientists, researchers, community development practitioners, policymakers, faculty members, and students seeking current research on emerging advancements in library optimization.

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.

Research Anthology on Usage and Development of Open Source Software

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799891593
Total Pages : 904 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Usage and Development of Open Source Software by : Management Association, Information Resources

Download or read book Research Anthology on Usage and Development of Open Source Software written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-06-25 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt: The quick growth of computer technology and development of software caused it to be in a constant state of change and advancement. This advancement in software development meant that there would be many types of software developed in order to excel in usability and efficiency. Among these different types of software was open source software, one that grants permission for users to use, study, change, and distribute it freely. Due to its availability, open source software has quickly become a valuable asset to the world of computer technology and across various disciplines including education, business, and library science. The Research Anthology on Usage and Development of Open Source Software presents comprehensive research on the design and development of open source software as well as the ways in which it is used. The text discusses in depth the way in which this computer software has been made into a collaborative effort for the advancement of software technology. Discussing topics such as ISO standards, big data, fault prediction, open collaboration, and software development, this anthology is essential for computer engineers, software developers, IT specialists and consultants, instructors, librarians, managers, executives, professionals, academicians, researchers, and students.

Building Equitable Access to Knowledge Through Open Access Repositories

Author : Koutras, Nikos
Publisher : IGI Global
ISBN 13 : 1799811336
Total Pages : 319 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Building Equitable Access to Knowledge Through Open Access Repositories by : Koutras, Nikos

Download or read book Building Equitable Access to Knowledge Through Open Access Repositories written by Koutras, Nikos and published by IGI Global. This book was released on 2019-10-25 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s modern age where information is constantly being shared, intellectual property and protection remains a crucial aspect in economic development. Open access has emerged as a cutting-edge tool that allows writers and authors to share their work freely while still holding protection and security over it. With technology playing a crucial role in economic growth, open access practices could be a key contributor in the innovation and development of information and public policy. What researchers need is a comprehensive approach to the concept of open access practice, its foundations, and current status. Building Equitable Access to Knowledge Through Open Access Repositories provides emerging research exploring the theoretical and practical aspects of open access publishing practices in the digital age and applications within scientific and academic research. Featuring coverage on a broad range of topics such as copyright protection, social justice, and European Copyright Framework, this book is ideally designed for researchers, scientists, policymakers, librarians, IT specialists, authors, publishers, academicians, and students seeking current research on the advancement of intellectual property rights in today’s technologically driven world.

Digital Imaging

Author : Muhammad Sarfraz
Publisher : BoD – Books on Demand
ISBN 13 : 1789855993
Total Pages : 106 pages
Book Rating : 4.7/5 (898 download)

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Book Synopsis Digital Imaging by : Muhammad Sarfraz

Download or read book Digital Imaging written by Muhammad Sarfraz and published by BoD – Books on Demand. This book was released on 2020-05-13 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital imaging is used widely in various real-life applications today. There are a number of potential digital imaging applications that include different areas such as television, photography, robotics, remote sensing, medical diagnosis, reconnaissance, architectural and engineering design, art, crime prevention, geographical information systems, communication, intellectual property, retail catalogs, nudity detection, face finding, industrial, and others. This book is specifically dedicated to digital imaging research, applications, techniques, tools, and algorithms that originate from different fields such as image processing, computer vision, pattern recognition, signal processing, artificial intelligence, intelligent systems, and soft computing. In general, this comprehensive book contains state-of-the-art chapters focusing on the latest developments using theories, methods, approaches, algorithms, analyses, display of images, visual information, and videos.

Hybrid Intelligent Systems

Author : Ajith Abraham
Publisher : Springer Nature
ISBN 13 : 3030730506
Total Pages : 817 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Hybrid Intelligent Systems by : Ajith Abraham

Download or read book Hybrid Intelligent Systems written by Ajith Abraham and published by Springer Nature. This book was released on 2021-04-16 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the recent research on hybrid intelligent systems and their various practical applications. It presents 58 selected papers from the 20th International Conference on Hybrid Intelligent Systems (HIS 2020) and 20 papers from the 12th World Congress on Nature and Biologically Inspired Computing (NaBIC 2020), which was held online, from December 14 to 16, 2020. A premier conference in the field of artificial intelligence, HIS - NaBIC 2020 brought together researchers, engineers and practitioners whose work involves intelligent systems, network security and their applications in industry. Including contributions by authors from 25 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of science and engineering.

Advances in Intelligent Computing and Communication

Author : Mihir Narayan Mohanty
Publisher : Springer Nature
ISBN 13 : 9811527741
Total Pages : 563 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Intelligent Computing and Communication by : Mihir Narayan Mohanty

Download or read book Advances in Intelligent Computing and Communication written by Mihir Narayan Mohanty and published by Springer Nature. This book was released on 2020-01-13 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features high-quality research papers presented at the 2nd International Conference on Intelligent Computing and Advances in Communication (ICAC 2019), held at Siksha ‘O’ Anusandhan Deemed to be University, Bhubaneswar, Odisha, India, in November 2019. Covering a wide variety of topics, including management of clean and smart energy systems and environmental challenges, it is a valuable resource for researchers and practicing engineers working in various fields of renewable energy generation, and clean and smart energy management.

Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies

Author : Sarfraz, Muhammad
Publisher : IGI Global
ISBN 13 : 1799844455
Total Pages : 324 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies by : Sarfraz, Muhammad

Download or read book Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies written by Sarfraz, Muhammad and published by IGI Global. This book was released on 2020-05-29 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Two significant areas of study that are continually impacting various dimensions in computer science are computer vision and imaging. These technologies are rapidly enhancing how information and data is being exchanged and opening numerous avenues of advancement within areas such as multimedia and intelligent systems. The high level of applicability in computer vision and image processing requires significant research on the specific utilizations of these technologies. Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies is an essential reference source that discusses innovative developments in computational imaging for solving real-life issues and problems and addresses their execution in various disciplines. Featuring research on topics such as image modeling, remote sensing, and support vector machines, this book is ideally designed for IT specialists, scientists, researchers, engineers, developers, practitioners, industry professionals, academicians, and students seeking coverage on the latest developments and innovations in computer vision applications within the realm of multimedia systems.

Advances in Manufacturing and Processing of Materials

Author : Narendra Kumar
Publisher : CRC Press
ISBN 13 : 1000906787
Total Pages : 333 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Advances in Manufacturing and Processing of Materials by : Narendra Kumar

Download or read book Advances in Manufacturing and Processing of Materials written by Narendra Kumar and published by CRC Press. This book was released on 2024-08-23 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new volume examines important research on advancements in materials and manufacturing processes, focusing on characterization and applications and defining solutions to current issues as well as for inspiration for future innovation. It looks at areas including material characterization using modern technologies, process characterization, and more. The diverse selection of topics includes additive manufacturing for medical implants and medical image processing, characterization of composite materials using natural and synthetic fibers, 3D and 4D printing technologies and applications, biodegradable packaging materials, manufacturing and processing of materials for novel drug delivery systems, and more.

Swarm Intelligence

Author : Wellington Pinheiro dos Santos
Publisher : CRC Press
ISBN 13 : 1000792862
Total Pages : 261 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Swarm Intelligence by : Wellington Pinheiro dos Santos

Download or read book Swarm Intelligence written by Wellington Pinheiro dos Santos and published by CRC Press. This book was released on 2022-11-17 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the fundamentals of swarm intelligence, from classic algorithms to emerging techniques. It presents comprehensive theoretical foundations and examples using the main Computational Intelligence methods in programming languages such as Python, Java and MATLAB®. Real-world applications are also presented in areas as diverse as Medicine, Biology and industrial applications. The book is organized into two parts. The first part provides an introduction to swarming algorithms and hybrid techniques. In the second part, real world applications of swarm intelligence are presented to illustrate how swarm algorithms can be used in applications of optimization and pattern recognition, reviewing the principal methods and methodologies in swarm intelligence.