Intelligent Systems In Big Data Semantic Web And Machine Learning

Author : Noreddine Gherabi,Janusz Kacprzyk
Publisher : Springer Nature
Page : 315 pages
File Size : 55,8 Mb
Release : 2021-05-28
Category : Computers
ISBN : 9783030725884

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Intelligent Systems in Big Data, Semantic Web and Machine Learning by Noreddine Gherabi,Janusz Kacprzyk Pdf

This book describes important methodologies, tools and techniques from the fields of artificial intelligence, basically those which are based on relevant conceptual and formal development. The coverage is wide, ranging from machine learning to the use of data on the Semantic Web, with many new topics. The contributions are concerned with machine learning, big data, data processing in medicine, similarity processing in ontologies, semantic image analysis, as well as many applications including the use of machine leaning techniques for cloud security, artificial intelligence techniques for detecting COVID-19, the Internet of things, etc. The book is meant to be a very important and useful source of information for researchers and doctoral students in data analysis, Semantic Web, big data, machine learning, computer engineering and related disciplines, as well as for postgraduate students who want to integrate the doctoral cycle.

Author : Mathieu d'Aquin,Enrico Motta
Publisher : Morgan & Claypool Publishers
Page : 90 pages
File Size : 47,6 Mb
Release : 2016-05-01
Category : Computers
ISBN : 9781627050005

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The Epistemology of Intelligent Semantic Web Systems by Mathieu d'Aquin,Enrico Motta Pdf

The Semantic Web is a young discipline, even if only in comparison to other areas of computer science. Nonetheless, it already exhibits an interesting history and evolution. This book is a reflection on this evolution, aiming to take a snapshot of where we are at this specific point in time, and also showing what might be the focus of future research. This book provides both a conceptual and practical view of this evolution, especially targeted at readers who are starting research in this area and as support material for their supervisors. From a conceptual point of view, it highlights and discusses key questions that have animated the research community: what does it mean to be a Semantic Web system and how is it different from other types of systems, such as knowledge systems or web-based information systems? From a more practical point of view, the core of the book introduces a simple conceptual framework which characterizes Intelligent Semantic Web Systems. We describe this framework, the components it includes, and give pointers to some of the approaches and technologies that might be used to implement them. We also look in detail at concrete systems falling under the category of Intelligent Semantic Web Systems, according to the proposed framework, allowing us to compare them, analyze their strengths and weaknesses, and identify the key fundamental challenges still open for researchers to tackle.

Author : Gautam Shroff
Publisher : Oxford University Press
Page : 320 pages
File Size : 40,5 Mb
Release : 2013-11
Category : Computers
ISBN : 9780199646715

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The Intelligent Web by Gautam Shroff Pdf

Early hopes for Artificial Intelligence soon evaporated. But, driven by the need for smarter searching and advert placing, increasingly sophisticated algorithms, combined with the sheer amount of data on the Web, have led to a growing "Web intelligence". Gautam Shroff explores this trend, its conceptual basis, and what the future may hold.

Author : Jan Rauch,Zbigniew W. Ras,Petr Berka,Tapio Elomaa
Publisher : Springer Science & Business Media
Page : 637 pages
File Size : 41,6 Mb
Release : 2009-09-03
Category : Computers
ISBN : 9783642041242

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Foundations of Intelligent Systems by Jan Rauch,Zbigniew W. Ras,Petr Berka,Tapio Elomaa Pdf

This book constitutes the refereed proceedings of the 18th International Symposium on Methodologies for Intelligent Systems, ISMIS 2009, held in Prague, Czech Republic, in September 2009. The 60 revised papers presented together with 4 plenary talks were carefully reviewed and selected from over 111 submissions. The papers are organized in topical sections on knowledge discovery and data mining, applications and intelligent systems in Medicine, logical and theoretical aspects of intelligent systems, text mining, applications of intelligent sysems in music, information processing, agents, machine learning, applications of intelligent systems, complex data, general AI as well as uncertainty.

Author : Priti Srinivas Sajja,Rajendra Akerkar
Publisher : CRC Press
Page : 371 pages
File Size : 44,7 Mb
Release : 2012-05-21
Category : Computers
ISBN : 9781439871621

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Intelligent Technologies for Web Applications by Priti Srinivas Sajja,Rajendra Akerkar Pdf

The Internet has become an integral part of human life, yet the web still utilizes mundane interfaces to the physical world, which makes Internet operations somewhat mechanical, tedious, and less human-oriented. Filling a large void in the literature, Intelligent Technologies for Web Applications is one of the first books to focus on providing vital fundamental and advanced guidance in the area of Web intelligence for beginners and researchers. The book covers techniques from diverse areas of research, including: Natural language processing Information extraction, retrieval, and filtering Knowledge representation and management Machine learning Databases Data, web, and text mining Human–computer interaction Semantic web technologies To develop effective and intelligent web applications and services, it is critical to discover useful knowledge through analyzing large amounts of content, hidden content structures, or usage patterns of web data resources. Intended to improve and reinforce problem-solving methods in this area, this book delves into the hybridization of artificial intelligence (AI) and web technologies to help simplify complex Web operations. It introduces readers to the state-of-the art development of web intelligence techniques and teaches how to apply these techniques to develop the next generation of intelligent Web applications. The book lays out presented projects, case studies, and innovative ideas, which readers can explore independently as standalone research projects. This material facilitates experimentation with the book’s content by including fundamental tools, research directions, practice questions, and additional reading.

Author : Mangesh M. Ghonge,Pradeep Nijalingappa,Renjith V. Ravi,Shilpa Laddha,Pallavi Vijay Chavan
Publisher : Walter de Gruyter GmbH & Co KG
Page : 248 pages
File Size : 52,7 Mb
Release : 2023-12-18
Category : Computers
ISBN : 9783110781748

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Semantic Intelligent Computing and Applications by Mangesh M. Ghonge,Pradeep Nijalingappa,Renjith V. Ravi,Shilpa Laddha,Pallavi Vijay Chavan Pdf

Author : Floriana Esposito,Olivier Pivert,Mohand-Said Hacid,Zbigniew W. Rás,Stefano Ferilli
Publisher : Springer
Page : 466 pages
File Size : 50,8 Mb
Release : 2015-11-02
Category : Computers
ISBN : 9783319252520

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Foundations of Intelligent Systems by Floriana Esposito,Olivier Pivert,Mohand-Said Hacid,Zbigniew W. Rás,Stefano Ferilli Pdf

This book constitutes the refereed proceedings of the 22nd International Symposium on Methodologies for Intelligent Systems, ISMIS 2015, held in Lyon, France, in October 2015. The 31 revised full papers presented together with 18 short papers were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on data mining methods; databases, information retrieval, recommender systems; machine learning; knowledge representation, semantic web; emotion recognition, music information retrieval; network analysis, multi-agent systems; applications; planning, classification; and textual data analysis and mining.

Author : Archana Patel,Narayan C. Debnath,Bharat Bhushan
Publisher : CRC Press
Page : 400 pages
File Size : 54,5 Mb
Release : 2022-10-17
Category : Computers
ISBN : 9781000729238

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Semantic Web Technologies by Archana Patel,Narayan C. Debnath,Bharat Bhushan Pdf

Semantic web technologies (SWTs) offer the richest machine-interpretable (rather than just machine-processable) and explicit semantics that are being extensively used in various domains and industries. This book provides a roadmap for semantic web technologies (SWTs) and highlights their role in a wide range of domains including cloud computing, Internet of Things, big data, sensor network, and so forth. It also explores the prospects of these technologies including different data interchange formats, query languages, ontologies, Linked Data, and notations. The role of SWTs in ‘epidemic Covid-19’, ‘e-learning platforms and systems’, ‘block chain’, ‘open online courses’, and ‘visual analytics in healthcare’ is described as well. This book: Explores all the critical aspects of semantic web technologies (SWTs) Discusses the impact of SWTs on cloud computing, Internet of Things, big data, and sensor network Offers a comprehensive examination of the emerging research in the areas of SWTs and their related domains Provides a template to develop a wide range of smart and intelligent applications Includes latest applications and examples with real data This book is aimed at researchers and graduate students in computer science, informatics, web technology, cloud computing, and Internet of Things.

Author : Marzena Kryszkiewicz,Annalisa Appice,Dominik Ślęzak,Henryk Rybinski,Andrzej Skowron,Zbigniew W. Raś
Publisher : Springer
Page : 754 pages
File Size : 54,7 Mb
Release : 2017-06-19
Category : Computers
ISBN : 9783319604381

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Foundations of Intelligent Systems by Marzena Kryszkiewicz,Annalisa Appice,Dominik Ślęzak,Henryk Rybinski,Andrzej Skowron,Zbigniew W. Raś Pdf

This book constitutes the proceedings of the 23rd International Symposium on Foundations of Intelligent Systems, ISMIS 2017, held in Warsaw, Poland, in June 2017. The 56 regular and 15 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers include both theoretical and practical aspects of machine learning, data mining methods, deep learning, bioinformatics and health informatics, intelligent information systems, knowledge-based systems, mining temporal, spatial and spatio-temporal data, text and Web mining. In addition, four special sessions were organized; namely, Special Session on Big Data Analytics and Stream Data Mining, Special Session on Granular and Soft Clustering for Data Science, Special Session on Knowledge Discovery with Formal Concept Analysis and Related Formalisms, and Special Session devoted to ISMIS 2017 Data Mining Competition on Trading Based on Recommendations, which was launched as a part of the conference.

Author : A. Brahmananda Reddy,B.V. Kiranmayee,Raghava Rao Mukkamala,K. Srujan Raju
Publisher : Springer Nature
Page : 602 pages
File Size : 48,7 Mb
Release : 2022-02-22
Category : Technology & Engineering
ISBN : 9789811673894

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Proceedings of Second International Conference on Advances in Computer Engineering and Communication Systems by A. Brahmananda Reddy,B.V. Kiranmayee,Raghava Rao Mukkamala,K. Srujan Raju Pdf

This book includes original, peer-reviewed research articles from International Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2021), held in VNR Vignana Jyoythi Institute of Engineering and Technology (VNR VJIET), Hyderabad, Telangana, India, during 13–14 August 2021. The book focuses on “Smart Innovations in Mezzanine Technologies, Data Analytics, Networks and Communication Systems” enlargements and reviews on the advanced topics in artificial intelligence, machine learning, data mining and big data computing, knowledge engineering, semantic Web, cloud computing, Internet on Things, cybersecurity, communication systems, and distributed computing and smart systems.

Author : Lytras, Miltiadis D.,Aljohani, Naif,Damiani, Ernesto,Chui, Kwok Tai
Publisher : IGI Global
Page : 473 pages
File Size : 49,8 Mb
Release : 2018-01-19
Category : Computers
ISBN : 9781522550433

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Innovations, Developments, and Applications of Semantic Web and Information Systems by Lytras, Miltiadis D.,Aljohani, Naif,Damiani, Ernesto,Chui, Kwok Tai Pdf

In the last few years, there has been an increased advancement and evolution in semantic web and information systems in a variety of fields. The integration of these approaches to ontology engineering, sophisticated methods and algorithms for open linked data extraction, and advanced decision-making creates new opportunities for a bright future. Innovations, Developments, and Applications of Semantic Web and Information Systems is a critical scholarly resource that discusses integrated methods of research and analytics in information technology. Featuring coverage on a broad range of topics, such as cognitive computing, artificial intelligence, machine learning, data analysis, and algorithms, this book is geared towards researchers, academicians, and professionals seeking current information on semantic web and information systems.

Author : Archana Patel,Narayan C. Debnath
Publisher : CRC Press
Page : 234 pages
File Size : 52,9 Mb
Release : 2023-06-20
Category : Computers
ISBN : 9781000881295

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Data Science with Semantic Technologies by Archana Patel,Narayan C. Debnath Pdf

Gone are the days when data was interlinked with related data by humans and human interpretation was required. Data is no longer just data. It is now considered a Thing or Entity or Concept with meaning, so that a machine not only understands the concept but also extrapolates the way humans do. Data Science with Semantic Technologies: Deployment and Exploration, the second volume of a two-volume handbook set, provides a roadmap for the deployment of semantic technologies in the field of data science and enables the user to create intelligence through these technologies by exploring the opportunities and eradicating the challenges in the current and future time frame. In addition, this book offers the answer to various questions like: What makes a technology semantic as opposed to other approaches to data science? What is knowledge data science? How does knowledge data science relate to other fields? This book explores the optimal use of these technologies to provide the highest benefit to the user under one comprehensive source and title. As there is no dedicated book available in the market on this topic at this time, this book becomes a unique resource for scholars, researchers, data scientists, professionals, and practitioners. This volume can serve as an important guide toward applications of data science with semantic technologies for the upcoming generation.

Author : Philipp Cimiano,Oscar Corcho,Valentina Presutti,Laura Hollink,Sebastian Rudolph
Publisher : Springer
Page : 728 pages
File Size : 48,5 Mb
Release : 2013-05-20
Category : Computers
ISBN : 9783642382888

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The Semantic Web: Semantics and Big Data by Philipp Cimiano,Oscar Corcho,Valentina Presutti,Laura Hollink,Sebastian Rudolph Pdf

This book constitutes the refereed proceedings of the 10th Extended Semantic Web Conference, ESWC 2013, held in Montpellier, France, in May 2013. The 42 revised full papers presented together with three invited talks were carefully reviewed and selected from 162 submissions. They are organized in tracks on ontologies; linked open data; semantic data management; mobile Web, sensors and semantic streams; reasoning; natural language processing and information retrieval; machine learning; social Web and Web science; cognition and semantic Web; and in-use and industrial tracks. The book also includes 17 PhD papers presented at the PhD Symposium.

Author : C.S.R. Prabhu,Aneesh Sreevallabh Chivukula,Aditya Mogadala,Rohit Ghosh,L.M. Jenila Livingston
Publisher : Springer Nature
Page : 412 pages
File Size : 41,5 Mb
Release : 2019-10-14
Category : Computers
ISBN : 9789811500947

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Big Data Analytics: Systems, Algorithms, Applications by C.S.R. Prabhu,Aneesh Sreevallabh Chivukula,Aditya Mogadala,Rohit Ghosh,L.M. Jenila Livingston Pdf

This book provides a comprehensive survey of techniques, technologies and applications of Big Data and its analysis. The Big Data phenomenon is increasingly impacting all sectors of business and industry, producing an emerging new information ecosystem. On the applications front, the book offers detailed descriptions of various application areas for Big Data Analytics in the important domains of Social Semantic Web Mining, Banking and Financial Services, Capital Markets, Insurance, Advertisement, Recommendation Systems, Bio-Informatics, the IoT and Fog Computing, before delving into issues of security and privacy. With regard to machine learning techniques, the book presents all the standard algorithms for learning – including supervised, semi-supervised and unsupervised techniques such as clustering and reinforcement learning techniques to perform collective Deep Learning. Multi-layered and nonlinear learning for Big Data are also covered. In turn, the book highlights real-life case studies on successful implementations of Big Data Analytics at large IT companies such as Google, Facebook, LinkedIn and Microsoft. Multi-sectorial case studies on domain-based companies such as Deutsche Bank, the power provider Opower, Delta Airlines and a Chinese City Transportation application represent a valuable addition. Given its comprehensive coverage of Big Data Analytics, the book offers a unique resource for undergraduate and graduate students, researchers, educators and IT professionals alike.

Author : Mostafa Ezziyyani
Publisher : Springer Nature
Page : 256 pages
File Size : 41,7 Mb
Release : 2020-01-03
Category : Technology & Engineering
ISBN : 9783030366537

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Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) by Mostafa Ezziyyani Pdf

This book contains the latest researches on advanced intelligent systems applied in the field of education presented during the second edition of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) held on July 08–11, 2019, in Marrakech, Morocco. The book proposes new approaches and innovative strategies for the manipulation of data and big data collected from the educational environment, exploiting the analysis tools, algorithms of artificial intelligence, and machine learning techniques, in order to extract results, which allow improving the performance and effectiveness of the education field, which is a strategic lever for sustainable development. The book deals with concepts, strategies, and approaches developed on various current axes of scientific research in the field of education, such as smart e-learning, smart education (smart classroom, smart assessment and smart teaching and learning technologies), massive open online courses (MOOC), courseware design, and development for smart learning, cloud learning, and mobile learning. The book is intended for all actors in the educational sector, namely students, professors, academic researchers, and stakeholders. It constitutes a large-scale forum for the exchange of ideas, approaches, and innovative techniques between these actors on the development and innovation of the field of education with the revolution 4.0. The authors of each chapter report the state of the art of the various topics addressed and present results of their own research, laboratory experiments, and successful applications. The purpose of this session is to share the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the field of education.