A Big Data Study On The Sentiment Analysis Of Social Networks And Nonlinear System Modelling

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Proceedings of 5th International Conference on Big Data Analysis and Data Mining 2018

Author : ConferenceSeries
Publisher : ConferenceSeries
ISBN 13 :
Total Pages : 90 pages
Book Rating : 4./5 ( download)

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Book Synopsis Proceedings of 5th International Conference on Big Data Analysis and Data Mining 2018 by : ConferenceSeries

Download or read book Proceedings of 5th International Conference on Big Data Analysis and Data Mining 2018 written by ConferenceSeries and published by ConferenceSeries. This book was released on with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: June 20-22, 2018 Rome, Italy Key Topics : Data Mining Applications in Science, Engineering, Healthcare and Medicine, Big Data in Nursing Research, Data Mining and Machine Learning, Big Data Analytics, Optimization and Big Data, Big data technologies, Big Data algorithm, Big Data Applications, Forecasting from Big Data, Data Mining Methods and Algorithms, Artificial Intelligence, Data privacy and ethics, Data Warehousing, Data Mining Tools and Software, Data Mining Tasks and Processes, Data Mining analysis, Cloud computing, Internet of things (IOT), Social network analysis, Complexity and algorithms, Business Analytics, Open data, New visualization techniques, Search and data mining, Frequent pattern mining, Clustering, Others

Applications of Artificial Neural Networks for Nonlinear Data

Author : Patel, Hiral Ashil
Publisher : IGI Global
ISBN 13 : 1799840433
Total Pages : 315 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Applications of Artificial Neural Networks for Nonlinear Data by : Patel, Hiral Ashil

Download or read book Applications of Artificial Neural Networks for Nonlinear Data written by Patel, Hiral Ashil and published by IGI Global. This book was released on 2020-09-25 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Processing information and analyzing data efficiently and effectively is crucial for any company that wishes to stay competitive in its respective market. Nonlinear data presents new challenges to organizations, however, due to its complexity and unpredictability. The only technology that can properly handle this form of data is artificial neural networks. These modeling systems present a high level of benefits in analyzing complex data in a proficient manner, yet considerable research on the specific applications of these intelligent components is significantly deficient. Applications of Artificial Neural Networks for Nonlinear Data is a collection of innovative research on the contemporary nature of artificial neural networks and their specific implementations within data analysis. While highlighting topics including propagation functions, optimization techniques, and learning methodologies, this book is ideally designed for researchers, statisticians, academicians, developers, scientists, practitioners, students, and educators seeking current research on the use of artificial neural networks in diagnosing and solving nonparametric problems.

Handbook of Research on Artificial Intelligence Applications in Literary Works and Social Media

Author : Keikhosrokiani, Pantea
Publisher : IGI Global
ISBN 13 : 1668462443
Total Pages : 395 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on Artificial Intelligence Applications in Literary Works and Social Media by : Keikhosrokiani, Pantea

Download or read book Handbook of Research on Artificial Intelligence Applications in Literary Works and Social Media written by Keikhosrokiani, Pantea and published by IGI Global. This book was released on 2022-12-30 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence has been utilized in a diverse range of industries as more people and businesses discover its many uses and applications. A current field of study that requires more attention, as there is much opportunity for improvement, is the use of artificial intelligence within literary works and social media analysis. The Handbook of Research on Artificial Intelligence Applications in Literary Works and Social Media presents contemporary developments in the adoption of artificial intelligence in textual analysis of literary works and social media and introduces current approaches, techniques, and practices in data science that are implemented to scrap and analyze text data. This book initiates a new multidisciplinary field that is the combination of artificial intelligence, data science, social science, literature, and social media study. Covering key topics such as opinion mining, sentiment analysis, and machine learning, this reference work is ideal for computer scientists, industry professionals, researchers, scholars, practitioners, academicians, instructors, and students.

Sentiment Analysis for Social Media

Author : Carlos A. Iglesias
Publisher : MDPI
ISBN 13 : 3039285726
Total Pages : 152 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Sentiment Analysis for Social Media by : Carlos A. Iglesias

Download or read book Sentiment Analysis for Social Media written by Carlos A. Iglesias and published by MDPI. This book was released on 2020-04-02 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sentiment analysis is a branch of natural language processing concerned with the study of the intensity of the emotions expressed in a piece of text. The automated analysis of the multitude of messages delivered through social media is one of the hottest research fields, both in academy and in industry, due to its extremely high potential applicability in many different domains. This Special Issue describes both technological contributions to the field, mostly based on deep learning techniques, and specific applications in areas like health insurance, gender classification, recommender systems, and cyber aggression detection.

Computational Intelligence Applications for Text and Sentiment Data Analysis

Author : Dipankar Das
Publisher : Academic Press
ISBN 13 : 0323906370
Total Pages : 272 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Computational Intelligence Applications for Text and Sentiment Data Analysis by : Dipankar Das

Download or read book Computational Intelligence Applications for Text and Sentiment Data Analysis written by Dipankar Das and published by Academic Press. This book was released on 2023-07-14 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Approx.330 pagesApprox.330 pages

Sustainable Human-Environment Interactions from Scientific, Technological, and Psychological Perspectives

Author : Tien-Chi Huang
Publisher : Frontiers Media SA
ISBN 13 : 2832550452
Total Pages : 168 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Sustainable Human-Environment Interactions from Scientific, Technological, and Psychological Perspectives by : Tien-Chi Huang

Download or read book Sustainable Human-Environment Interactions from Scientific, Technological, and Psychological Perspectives written by Tien-Chi Huang and published by Frontiers Media SA. This book was released on 2024-06-19 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 2016, Japan proposed “Society 5.0”, a concept in which innovation and technology are used to solve social problems. The core elements of Society 5.0 include problem-solving and value creation, interdisciplinary skills, diverse opportunities, resilience, and environmental harmony. This concept also highlights the United Nations' 17 Sustainable Development Goals (SDGs), which all individuals and organizations need to face. The promotion of the SDGs from a psychological perspective is believed to be beneficial and aligns with the intention of the United Nations. Sustainable Development Goals (SDGs) can be examined from a microscopic level to understand individuals' mental processes and attitudes toward them. Investigating the relationships between the SDGs and social and positive psychology can benefit their promotion. Discussing the SDGs from a psychological perspective aligns with the intention of the United Nations.

Handbook of Measurements

Author : Adedeji B. Badiru
Publisher : CRC Press
ISBN 13 : 1482225239
Total Pages : 706 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Handbook of Measurements by : Adedeji B. Badiru

Download or read book Handbook of Measurements written by Adedeji B. Badiru and published by CRC Press. This book was released on 2018-10-08 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planning, measuring, and paying attention to details form the basis for all successful engineering operations. Measurements pervade everything we do and must be viewed from a systems perspective. A comprehensive all-encompassing guide to measurements, Handbook of Measurements: Benchmarks for Systems Accuracy and Precision focuses on high-level engineering computations essential for benchmarks and technical innovation. The book uses a systems framework and a technically rigorous approach to systems linking of measurements—an approach that sets it apart from other handbooks. The popular saying "measure twice and cut once" bears out the importance of measurements in human endeavors. This handbook covers both qualitative and quantitative topics of measurement. It opens with a chapter on the fundamentals of measurement and includes coverage of human-centric measurements, such as measurement of personnel productivity and contractor performance. It concludes with three appendices on measurement, references, conversion factors, equations, formulas, and statistics for measurement. It is well understood that humans cannot manage anything that cannot be measured. All elements involved in our day-to-day decision making involve some form of measurement, whether in the kitchen, retail, sports, service operations, geographical exploration, health care delivery, worker productivity, clothing design, engineering product design, or space craft launching. Measuring an attribute of a system and then analyzing it against some standard, some specification, some best practice, or some benchmark empower a decision maker to take appropriate and timely actions. This book gives you a guide for sustainable practices to ensure accurate measurements, helping you make decisions backed by metrics.

Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing

Author : Simon James Fong
Publisher : Springer Nature
ISBN 13 : 981156695X
Total Pages : 228 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing by : Simon James Fong

Download or read book Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing written by Simon James Fong and published by Springer Nature. This book was released on 2020-08-25 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to provide some insights into recently developed bio-inspired algorithms within recent emerging trends of fog computing, sentiment analysis, and data streaming as well as to provide a more comprehensive approach to the big data management from pre-processing to analytics to visualization phases. The subject area of this book is within the realm of computer science, notably algorithms (meta-heuristic and, more particularly, bio-inspired algorithms). Although application domains of these new algorithms may be mentioned, the scope of this book is not on the application of algorithms to specific or general domains but to provide an update on recent research trends for bio-inspired algorithms within a specific application domain or emerging area. These areas include data streaming, fog computing, and phases of big data management. One of the reasons for writing this book is that the bio-inspired approach does not receive much attention but shows considerable promise and diversity in terms of approach of many issues in big data and streaming. Some novel approaches of this book are the use of these algorithms to all phases of data management (not just a particular phase such as data mining or business intelligence as many books focus on); effective demonstration of the effectiveness of a selected algorithm within a chapter against comparative algorithms using the experimental method. Another novel approach is a brief overview and evaluation of traditional algorithms, both sequential and parallel, for use in data mining, in order to provide an overview of existing algorithms in use. This overview complements a further chapter on bio-inspired algorithms for data mining to enable readers to make a more suitable choice of algorithm for data mining within a particular context. In all chapters, references for further reading are provided, and in selected chapters, the author also include ideas for future research.

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:

Hybrid Information Systems

Author : Ramakant Bhardwaj
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3111331180
Total Pages : 617 pages
Book Rating : 4.1/5 (113 download)

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Book Synopsis Hybrid Information Systems by : Ramakant Bhardwaj

Download or read book Hybrid Information Systems written by Ramakant Bhardwaj and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-07-22 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides comprehensive and cognitive approach to building and deploying sophisticated information systems. The book utilizes non-linear optimization techniques, fuzzy logic, and rough sets to model various real-world use cases for the digital era. The hybrid information system modeling handles both qualitative and quantitative data and can effectively handle uncertainty and imprecision in the data. The combination of non-linear optimization mechanisms, fuzzy logic, and rough sets provides a robust foundation for next-generation information systems that can fulfill the demands of adaptive, aware, and adroit software applications for the knowledge era. The book emphasizes the importance of the hybrid approach, which combines the strengths of both mathematical and AI techniques, to achieve a more comprehensive and effective modeling process. Hybrid information system modeling techniques combine different approaches, such as fuzzy logic, rough sets, and neural networks, to create models that can handle the complexity and uncertainty of real-world problems. These techniques provide a powerful tool for modeling and analyzing complex systems, and the applications of hybrid information system modeling demonstrate their potential for solving real-world problems in various fields.

Information Technology and Systems

Author : Álvaro Rocha
Publisher : Springer Nature
ISBN 13 : 3031542355
Total Pages : 481 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Information Technology and Systems by : Álvaro Rocha

Download or read book Information Technology and Systems written by Álvaro Rocha and published by Springer Nature. This book was released on with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Social Media Listening and Monitoring for Business Applications

Author : Rao, N. Raghavendra
Publisher : IGI Global
ISBN 13 : 1522508473
Total Pages : 506 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Social Media Listening and Monitoring for Business Applications by : Rao, N. Raghavendra

Download or read book Social Media Listening and Monitoring for Business Applications written by Rao, N. Raghavendra and published by IGI Global. This book was released on 2016-09-21 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Media has transformed the ways in which individuals keep in touch with family and friends. Likewise, businesses have identified the profound opportunities present for customer engagement and understanding through the massive data available on social media channels, in addition to the customer reach of such sites. Social Media Listening and Monitoring for Business Applications explores research-based solutions for businesses of all types interested in an understanding of emerging concepts and technologies for engaging customers online. Providing insight into the currently available social media tools and practices for various business applications, this publication is an essential resource for business professionals, graduate-level students, technology developers, and researchers.

Two Day International Conference on Data Science and Information Ecosystem’21

Author : Dr.M.Thangaraj
Publisher : Shanlax Publications
ISBN 13 : 9391373046
Total Pages : 168 pages
Book Rating : 4.3/5 (913 download)

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Book Synopsis Two Day International Conference on Data Science and Information Ecosystem’21 by : Dr.M.Thangaraj

Download or read book Two Day International Conference on Data Science and Information Ecosystem’21 written by Dr.M.Thangaraj and published by Shanlax Publications. This book was released on with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Innovative Applications of Big Data in the Railway Industry

Author : Kohli, Shruti
Publisher : IGI Global
ISBN 13 : 1522531777
Total Pages : 414 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Innovative Applications of Big Data in the Railway Industry by : Kohli, Shruti

Download or read book Innovative Applications of Big Data in the Railway Industry written by Kohli, Shruti and published by IGI Global. This book was released on 2017-11-30 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use of big data has proven to be beneficial within many different industries, especially in the field of engineering; however, infiltration of this type of technology into more traditional heavy industries, such as the railways, has been limited. Innovative Applications of Big Data in the Railway Industry is a pivotal reference source for the latest research findings on the utilization of data sets in the railway industry. Featuring extensive coverage on relevant areas such as driver support systems, railway safety management, and obstacle detection, this publication is an ideal resource for transportation planners, engineers, policymakers, and graduate-level engineering students seeking current research on a specific application of big data and its effects on transportation.

Advances in Data and Information Sciences

Author : Shailesh Tiwari
Publisher : Springer Nature
ISBN 13 : 9811952922
Total Pages : 558 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Advances in Data and Information Sciences by : Shailesh Tiwari

Download or read book Advances in Data and Information Sciences written by Shailesh Tiwari and published by Springer Nature. This book was released on 2022-11-24 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a collection of high-quality peer-reviewed research papers presented at the 4th International Conference on Data and Information Sciences (ICDIS 2022), held at Raja Balwant Singh Engineering Technical Campus, Agra, India, on May 6 – 7, 2022. The book covers all aspects of computational sciences and information security, including central topics like artificial intelligence, cloud computing, and big data. Highlighting the latest developments and technical solutions, it will show readers from the computer industry how to capitalize on key advances in next-generation computer and communication technology.

Data-driven Modeling and Optimization: Applications to Social Computing

Author : Chao Gao
Publisher : Frontiers Media SA
ISBN 13 : 2889769607
Total Pages : 252 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Data-driven Modeling and Optimization: Applications to Social Computing by : Chao Gao

Download or read book Data-driven Modeling and Optimization: Applications to Social Computing written by Chao Gao and published by Frontiers Media SA. This book was released on 2022-09-14 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Analytics for the Social Sciences

Author : G. David Garson
Publisher : Routledge
ISBN 13 : 1000467082
Total Pages : 704 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Data Analytics for the Social Sciences by : G. David Garson

Download or read book Data Analytics for the Social Sciences written by G. David Garson and published by Routledge. This book was released on 2021-11-30 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analytics for the Social Sciences is an introductory, graduate-level treatment of data analytics for social science. It features applications in the R language, arguably the fastest growing and leading statistical tool for researchers. The book starts with an ethics chapter on the uses and potential abuses of data analytics. Chapters 2 and 3 show how to implement a broad range of statistical procedures in R. Chapters 4 and 5 deal with regression and classification trees and with random forests. Chapter 6 deals with machine learning models and the "caret" package, which makes available to the researcher hundreds of models. Chapter 7 deals with neural network analysis, and Chapter 8 deals with network analysis and visualization of network data. A final chapter treats text analysis, including web scraping, comparative word frequency tables, word clouds, word maps, sentiment analysis, topic analysis, and more. All empirical chapters have two "Quick Start" exercises designed to allow quick immersion in chapter topics, followed by "In Depth" coverage. Data are available for all examples and runnable R code is provided in a "Command Summary". An appendix provides an extended tutorial on R and RStudio. Almost 30 online supplements provide information for the complete book, "books within the book" on a variety of topics, such as agent-based modeling. Rather than focusing on equations, derivations, and proofs, this book emphasizes hands-on obtaining of output for various social science models and how to interpret the output. It is suitable for all advanced level undergraduate and graduate students learning statistical data analysis.