Trends And Applications Of Text Summarization Techniques

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Trends and Applications of Text Summarization Techniques

Author : Fiori, Alessandro
Publisher : IGI Global
ISBN 13 : 1522593756
Total Pages : 335 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Trends and Applications of Text Summarization Techniques by : Fiori, Alessandro

Download or read book Trends and Applications of Text Summarization Techniques written by Fiori, Alessandro and published by IGI Global. This book was released on 2019-08-30 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: While the availability of electronic documents increases exponentially with advancing technology, the time spent to process this wealth of resourceful information decreases. Content analysis and information extraction must be aided by summarization methods to quickly parcel pieces of interest and allow for succinct user familiarization in a simple, efficient manner. Trends and Applications of Text Summarization Techniques is a pivotal reference source that explores the latest approaches of document summarization including update, multi-lingual, and domain-oriented summarization tasks and examines their current real-world applications in multiple fields. Featuring coverage on a wide range of topics such as parallel construction, social network integration, and evaluation metrics, this book is ideally designed for information technology practitioners, computer scientists, bioinformatics analysts, business managers, healthcare professionals, academicians, researchers, and students.

Intelligent Natural Language Processing: Trends and Applications

Author : Khaled Shaalan
Publisher : Springer
ISBN 13 : 3319670565
Total Pages : 776 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Intelligent Natural Language Processing: Trends and Applications by : Khaled Shaalan

Download or read book Intelligent Natural Language Processing: Trends and Applications written by Khaled Shaalan and published by Springer. This book was released on 2017-11-17 with total page 776 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together scientists, researchers, practitioners, and students from academia and industry to present recent and ongoing research activities concerning the latest advances, techniques, and applications of natural language processing systems, and to promote the exchange of new ideas and lessons learned. Taken together, the chapters of this book provide a collection of high-quality research works that address broad challenges in both theoretical and applied aspects of intelligent natural language processing. The book presents the state-of-the-art in research on natural language processing, computational linguistics, applied Arabic linguistics and related areas. New trends in natural language processing systems are rapidly emerging – and finding application in various domains including education, travel and tourism, and healthcare, among others. Many issues encountered during the development of these applications can be resolved by incorporating language technology solutions. The topics covered by the book include: Character and Speech Recognition; Morphological, Syntactic, and Semantic Processing; Information Extraction; Information Retrieval and Question Answering; Text Classification and Text Mining; Text Summarization; Sentiment Analysis; Machine Translation Building and Evaluating Linguistic Resources; and Intelligent Language Tutoring Systems.

Emerging Trends in Expert Applications and Security

Author : Vijay Singh Rathore
Publisher : Springer
ISBN 13 : 9811322856
Total Pages : 745 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Emerging Trends in Expert Applications and Security by : Vijay Singh Rathore

Download or read book Emerging Trends in Expert Applications and Security written by Vijay Singh Rathore and published by Springer. This book was released on 2018-11-19 with total page 745 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers current developments in the field of expert applications and security, which employ advances of next-generation communication and computational technology to shape real-world applications. It gathers selected research papers presented at the ICETEAS 2018 conference, which was held at Jaipur Engineering College and Research Centre, Jaipur, India, on February 17–18, 2018. Key topics covered include expert applications and artificial intelligence; information and application security; advanced computing; multimedia applications in forensics, security and intelligence; and advances in web technologies: implementation and security issues.

Advances in Information Retrieval

Author : Jaap Kamps
Publisher : Springer Nature
ISBN 13 : 3031282388
Total Pages : 735 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Advances in Information Retrieval by : Jaap Kamps

Download or read book Advances in Information Retrieval written by Jaap Kamps and published by Springer Nature. This book was released on 2023-03-16 with total page 735 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNCS 13980, 13981 and 13982 constitutes the refereed proceedings of the 45th European Conference on IR Research, ECIR 2023, held in Dublin, Ireland, during April 2-6, 2023. The 65 full papers, 41 short papers, 19 demonstration papers, 12 reproducibility papers consortium papers, 7 tutorial papers, and 10 doctorial consortium papers were carefully reviewed and selected from 489 submissions. The book also contains, 8 workshop summaries and 13 CLEF Lab descriptions. The accepted papers cover the state of the art in information retrieval focusing on user aspects, system and foundational aspects, machine learning, applications, evaluation, new social and technical challenges, and other topics of direct or indirect relevance to search.

Cross-Industry Use of Blockchain Technology and Opportunities for the Future

Author : Williams, Idongesit
Publisher : IGI Global
ISBN 13 : 1799836347
Total Pages : 228 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Cross-Industry Use of Blockchain Technology and Opportunities for the Future by : Williams, Idongesit

Download or read book Cross-Industry Use of Blockchain Technology and Opportunities for the Future written by Williams, Idongesit and published by IGI Global. This book was released on 2020-05-22 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain is a technology that transcends cryptocurrencies. There are other services in different sectors of the economy that can benefit from the trust and security that blockchains offer. For example, financial institutions are using blockchains for international money transfer, and in logistics, it has been used for supply chain management and tracking of goods. As more global companies and governments are experimenting and deploying blockchain solutions, it is necessary to compile knowledge on the best practices, strategies, and failures in order to create a better awareness of how blockchain could either support or add value to other services. Cross-Industry Use of Blockchain Technology and Opportunities for the Future provides emerging research highlighting the possibilities inherent in blockchain for different sectors of the economy and the added value blockchain can provide for the future of these different sectors. Featuring coverage on a broad range of topics such as data privacy, information sharing, and digital identity, this book is ideally designed for IT specialists, consultants, design engineers, cryptographers, service designers, researchers, academics, government officials, and industry professionals.

Advances in Computing and Network Communications

Author : Sabu M. Thampi
Publisher : Springer Nature
ISBN 13 : 9813369876
Total Pages : 604 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Advances in Computing and Network Communications by : Sabu M. Thampi

Download or read book Advances in Computing and Network Communications written by Sabu M. Thampi and published by Springer Nature. This book was released on 2021-06-12 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Conference on Computing and Network Communications (CoCoNet'20), October 14–17, 2020, Chennai, India. The papers presented were carefully reviewed and selected from several initial submissions. The papers are organized in topical sections on Signal, Image and Speech Processing, Wireless and Mobile Communication, Internet of Things, Cloud and Edge Computing, Distributed Systems, Machine Intelligence, Data Analytics, Cybersecurity, Artificial Intelligence and Cognitive Computing and Circuits and Systems. The book is directed to the researchers and scientists engaged in various fields of computing and network communication domains.

Automatic Text Summarization

Author : Juan-Manuel Torres-Moreno
Publisher : John Wiley & Sons
ISBN 13 : 1848216688
Total Pages : 366 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis Automatic Text Summarization by : Juan-Manuel Torres-Moreno

Download or read book Automatic Text Summarization written by Juan-Manuel Torres-Moreno and published by John Wiley & Sons. This book was released on 2014-11-10 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Textual information in the form of digital documents quickly accumulates to create huge amounts of data. The majority of these documents are unstructured: it is unrestricted text and has not been organized into traditional databases. Processing documents is therefore a perfunctory task, mostly due to a lack of standards. It has thus become extremely difficult to implement automatic text analysis tasks. Automatic Text Summarization (ATS), by condensing the text while maintaining relevant information, can help to process this ever-increasing, difficult-to-handle, mass of information. This book examines the motivations and different algorithms for ATS. The author presents the recent state of the art before describing the main problems of ATS, as well as the difficulties and solutions provided by the community. The book provides recent advances in ATS, as well as current applications and trends. The approaches are statistical, linguistic and symbolic. Several examples are also included in order to clarify the theoretical concepts.

Transformative Approaches to Patient Literacy and Healthcare Innovation

Author : Garcia, Manuel B.
Publisher : IGI Global
ISBN 13 :
Total Pages : 421 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Transformative Approaches to Patient Literacy and Healthcare Innovation by : Garcia, Manuel B.

Download or read book Transformative Approaches to Patient Literacy and Healthcare Innovation written by Garcia, Manuel B. and published by IGI Global. This book was released on 2024-03-22 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: The disconnect between technology and traditional practices poses a significant challenge. Many healthcare professionals and individuals struggle to navigate the influx of emerging technologies, hindering the full realization of their potential in revolutionizing health literacy and medical practice. The lack of cohesive understanding and integration of technologies like mobile applications, wearable devices, artificial intelligence, and telemedicine impedes the seamless delivery of healthcare services and obstructs individuals from actively managing their health. Transformative Approaches to Patient Literacy and Healthcare Innovation offers a comprehensive solution to bridge the gap between healthcare and technology. Delving into the dynamic fusion of these domains, it unravels the transformative power of technology applications, showcasing how they enhance health literacy and empower individuals to make informed decisions about their well-being. By providing insights into the integration of mobile health apps, electronic health records, extended reality, artificial intelligence, and more, the book equips readers with the knowledge needed to navigate the evolving healthcare landscape with confidence.

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.

Handbook of Research on Big Data Clustering and Machine Learning

Author : Garcia Marquez, Fausto Pedro
Publisher : IGI Global
ISBN 13 : 1799801071
Total Pages : 478 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Big Data Clustering and Machine Learning by : Garcia Marquez, Fausto Pedro

Download or read book Handbook of Research on Big Data Clustering and Machine Learning written by Garcia Marquez, Fausto Pedro and published by IGI Global. This book was released on 2019-10-04 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: As organizations continue to develop, there is an increasing need for technological methods that can keep up with the rising amount of data and information that is being generated. Machine learning is a tool that has become powerful due to its ability to analyze large amounts of data quickly. Machine learning is one of many technological advancements that is being implemented into a multitude of specialized fields. An extensive study on the execution of these advancements within professional industries is necessary. The Handbook of Research on Big Data Clustering and Machine Learning is an essential reference source that synthesizes the analytic principles of clustering and machine learning to big data and provides an interface between the main disciplines of engineering/technology and the organizational, administrative, and planning abilities of management. Featuring research on topics such as project management, contextual data modeling, and business information systems, this book is ideally designed for engineers, economists, finance officers, marketers, decision makers, business professionals, industry practitioners, academicians, students, and researchers seeking coverage on the implementation of big data and machine learning within specific professional fields.

Automatic Summarization

Author : Ani Nenkova
Publisher : Now Publishers Inc
ISBN 13 : 1601984707
Total Pages : 144 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Automatic Summarization by : Ani Nenkova

Download or read book Automatic Summarization written by Ani Nenkova and published by Now Publishers Inc. This book was released on 2011 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic Summarization is a comprehensive overview of research in summarization, including the more traditional efforts in sentence extraction as well as the most novel recent approaches for determining important content, for domain and genre specific summarization and for evaluation of summarization

Multi-disciplinary Trends in Artificial Intelligence

Author : Raghava Morusupalli
Publisher : Springer Nature
ISBN 13 : 3031364023
Total Pages : 810 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Multi-disciplinary Trends in Artificial Intelligence by : Raghava Morusupalli

Download or read book Multi-disciplinary Trends in Artificial Intelligence written by Raghava Morusupalli and published by Springer Nature. This book was released on 2023-06-23 with total page 810 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 47 full papers and 24 short papers included in this book were carefully reviewed and selected from 245 submissions. These articles cater to the most contemporary and happening topics in the fields of AI that range from Intelligent Recommendation Systems, Game Theory, Computer Vision, Reinforcement Learning, Social Networks, and Generative AI to Conversational and Large Language Models. They are organized into four areas of research: Theoretical contributions, Cognitive Computing models, Computational Intelligence based algorithms, and AI Applications.

Advanced Practical Approaches to Web Mining Techniques and Application

Author : Obaid, Ahmed J.
Publisher : IGI Global
ISBN 13 : 1799894282
Total Pages : 357 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Advanced Practical Approaches to Web Mining Techniques and Application by : Obaid, Ahmed J.

Download or read book Advanced Practical Approaches to Web Mining Techniques and Application written by Obaid, Ahmed J. and published by IGI Global. This book was released on 2022-03-18 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid increase of web pages has introduced new challenges for many organizations as they attempt to extract information from a massive corpus of web pages. Finding relevant information, eliminating irregular content, and retrieving accurate results has become extremely difficult in today’s world where there is a surplus of information available. It is crucial to further understand and study web mining in order to discover the best ways to connect users with appropriate information in a timely manner. Advanced Practical Approaches to Web Mining Techniques and Application aims to illustrate all the concepts of web mining and fosters transformative, multidisciplinary, and novel approaches that introduce the practical method of analyzing various web data sources and extracting knowledge by taking into consideration the unique challenges present in the environment. Covering a range of topics such as data science and security threats, this reference work is ideal for industry professionals, researchers, academicians, practitioners, scholars, instructors, and students.

Recent Trends in Computational Intelligence

Author : Ali Sadollah
Publisher : BoD – Books on Demand
ISBN 13 : 1838807055
Total Pages : 200 pages
Book Rating : 4.8/5 (388 download)

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Book Synopsis Recent Trends in Computational Intelligence by : Ali Sadollah

Download or read book Recent Trends in Computational Intelligence written by Ali Sadollah and published by BoD – Books on Demand. This book was released on 2020-05-06 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional models struggle to cope with complexity, noise, and the existence of a changing environment, while Computational Intelligence (CI) offers solutions to complicated problems as well as reverse problems. The main feature of CI is adaptability, spanning the fields of machine learning and computational neuroscience. CI also comprises biologically-inspired technologies such as the intellect of swarm as part of evolutionary computation and encompassing wider areas such as image processing, data collection, and natural language processing. This book aims to discuss the usage of CI for optimal solving of various applications proving its wide reach and relevance. Bounding of optimization methods and data mining strategies make a strong and reliable prediction tool for handling real-life applications.

Deep Learning and Natural Language Processing Based Real-Time Applications

Author : Mandakini Chagamreddy
Publisher : Archers & Elevators Publishing House
ISBN 13 : 8119385403
Total Pages : 72 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Deep Learning and Natural Language Processing Based Real-Time Applications by : Mandakini Chagamreddy

Download or read book Deep Learning and Natural Language Processing Based Real-Time Applications written by Mandakini Chagamreddy and published by Archers & Elevators Publishing House. This book was released on with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing

Author : Singh, Amandeep
Publisher : IGI Global
ISBN 13 : 1799872335
Total Pages : 310 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing by : Singh, Amandeep

Download or read book Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing written by Singh, Amandeep and published by IGI Global. This book was released on 2021-06-18 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: The availability of big data, low-cost commodity hardware, and new information management and analytic software have produced a unique moment in the history of data analysis. The convergence of these trends means that we have the capabilities required to analyze astonishing data sets quickly and cost-effectively for the first time in history. They represent a genuine leap forward and a clear opportunity to realize enormous gains in terms of efficiency, productivity, revenue, and profitability especially in digital marketing. Data plays a huge role in understanding valuable insights about target demographics and customer preferences. From every interaction with technology, regardless of whether it is active or passive, we are creating new data that can describe us. If analyzed correctly, these data points can explain a lot about our behavior, personalities, and life events. Companies can leverage these insights for product improvements, business strategy, and marketing campaigns to cater to the target customers. Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing aids understanding of big data in terms of digital marketing for meaningful analysis of information that can improve marketing efforts and strategies using the latest digital techniques. The chapters cover a wide array of essential marketing topics and techniques, including search engine marketing, consumer behavior, social media marketing, online advertising, and how they interact with big data. This book is essential for professionals and researchers working in the field of analytics, data, and digital marketing, along with marketers, advertisers, brand managers, social media specialists, managers, sales professionals, practitioners, researchers, academicians, and students looking for the latest information on how big data is being used in digital marketing strategies.

Innovative Data Communication Technologies and Application

Author : Jennifer S. Raj
Publisher : Springer Nature
ISBN 13 : 3030380408
Total Pages : 852 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Innovative Data Communication Technologies and Application by : Jennifer S. Raj

Download or read book Innovative Data Communication Technologies and Application written by Jennifer S. Raj and published by Springer Nature. This book was released on 2020-01-30 with total page 852 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents emerging concepts in data mining, big data analysis, communication, and networking technologies, and discusses the state-of-the-art in data engineering practices to tackle massive data distributions in smart networked environments. It also provides insights into potential data distribution challenges in ubiquitous data-driven networks, highlighting research on the theoretical and systematic framework for analyzing, testing and designing intelligent data analysis models for evolving communication frameworks. Further, the book showcases the latest developments in wireless sensor networks, cloud computing, mobile network, autonomous systems, cryptography, automation, and other communication and networking technologies. In addition, it addresses data security, privacy and trust, wireless networks, data classification, data prediction, performance analysis, data validation and verification models, machine learning, sentiment analysis, and various data analysis techniques.