Description Logics In Multimedia Reasoning

Author : Leslie F. Sikos
Publisher : Springer
Page : 205 pages
File Size : 52,5 Mb
Release : 2017-06-28
Category : Computers
ISBN : 9783319540665

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Description Logics in Multimedia Reasoning by Leslie F. Sikos Pdf

This book illustrates how to use description logic-based formalisms to their full potential in the creation, indexing, and reuse of multimedia semantics. To do so, it introduces researchers to multimedia semantics by providing an in-depth review of state-of-the-art standards, technologies, ontologies, and software tools. It draws attention to the importance of formal grounding in the knowledge representation of multimedia objects, the potential of multimedia reasoning in intelligent multimedia applications, and presents both theoretical discussions and best practices in multimedia ontology engineering. Readers already familiar with mathematical logic, Internet, and multimedia fundamentals will learn to develop formally grounded multimedia ontologies, and map concept definitions to high-level descriptors. The core reasoning tasks, reasoning algorithms, and industry-leading reasoners are presented, while scene interpretation via reasoning is also demonstrated. Overall, this book offers readers an essential introduction to the formal grounding of web ontologies, as well as a comprehensive collection and review of description logics (DLs) from the perspectives of expressivity and reasoning complexity. It covers best practices for developing multimedia ontologies with formal grounding to guarantee decidability and obtain the desired level of expressivity while maximizing the reasoning potential. The capabilities of such multimedia ontologies are demonstrated by DL implementations with an emphasis on multimedia reasoning applications.

Author : David Duke,Lynda Hardman,Alexander G. Hauptmann,Dietrich Paulus,Steffen Staab
Publisher : Springer
Page : 179 pages
File Size : 49,5 Mb
Release : 2008-11-27
Category : Computers
ISBN : 9783540922353

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Semantic Multimedia by David Duke,Lynda Hardman,Alexander G. Hauptmann,Dietrich Paulus,Steffen Staab Pdf

WearepleasedtowelcomeyoutotheproceedingsoftheThirdInternationalC- ference onSemantic andDigital Media Technologiesheld inKoblenz,Germany. The SAMT agenda brings together researchers at extreme ends of the - mantic multimedia spectrum. At one end, the Semantic Web and its supporting technologies are becoming established in both the open data environment and within specialist domains, such as corporate intranet search, e-Science (parti- larly life sciences), and cultural heritage. To facilitate the world-wide sharing of media, W3C is developing standard ways of denoting fragments of audio/visual content and of specifying and associating semantics with these. At the other end of the spectrum, media analysis tools continue to grow in sophistication, identifying features that can then be associated with explicit semantics, be they expressed formally or informally, using proprietary formats or open standards. Recent progress at these two fronts of the SAMT spectrum means that research spanningthesemanticgapisnowofvitalimportancetofeedtherealapplications that are emerging. This conference also represents a step towards bridging the gap between the research cultures and their respective approaches at both ends of the spectrum. The papers selected show that SAMT is able to attract researchers from media analysis, who see the bene?ts that more explicit semantics can provide, as well as researchers from knowledge engineering who realize that, while a picture can be expressed as a thousand concepts, a million morearewaiting to be extracted.

Author : Ngoc-Thanh Nguyen,Bogdan Trawiński,Hamido Fujita,Tzung-Pei Hong
Publisher : Springer
Page : 815 pages
File Size : 54,8 Mb
Release : 2016-03-08
Category : Computers
ISBN : 9783662493816

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Intelligent Information and Database Systems by Ngoc-Thanh Nguyen,Bogdan Trawiński,Hamido Fujita,Tzung-Pei Hong Pdf

The two-volume proceedings of the ACIIDS 2016 conference, LNAI 9621 + 9622, constitutes the refereed proceedings of the 8th Asian Conference on Intelligent Information and Database Systems, held in Da Nang, Vietnam, in March 2016. The total of 153 full papers accepted for publication in these proceedings was carefully reviewed and selected from 392 submissions. They were organized in topical sections named: knowledge engineering and semantic Web; social networks and recommender systems; text processing and information retrieval; database systems and software engineering; intelligent information systems; decision support and control systems; machine learning and data mining; computer vision techniques; intelligent big data exploitation; cloud and network computing; multiple model approach to machine learning; advanced data mining techniques and applications; computational intelligence in data mining for complex problems; collective intelligence for service innovation, technology opportunity, e-learning, and fuzzy intelligent systems; analysis for image, video and motion data in life sciences; real world applications in engineering and technology; ontology-based software development; intelligent and context systems; modeling and optimization techniques in information systems, database systems and industrial systems; smart pattern processing for sports; and intelligent services for smart cities.

Author : Paulo Cesar G. Costa,Claudia d'Amato,Nicola Fanizzi,Kathryn B. Laskey,Kenneth J. Laskey,Matthias Nickles,Michael Pool
Publisher : Springer
Page : 403 pages
File Size : 42,7 Mb
Release : 2008-11-30
Category : Computers
ISBN : 9783540897651

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Uncertainty Reasoning for the Semantic Web I by Paulo Cesar G. Costa,Claudia d'Amato,Nicola Fanizzi,Kathryn B. Laskey,Kenneth J. Laskey,Matthias Nickles,Michael Pool Pdf

This book constitutes the thoroughly refereed first three workshops on Uncertainty Reasoning for the Semantic Web (URSW), held at the International Semantic Web Conferences (ISWC) in 2005, 2006, and 2007. The 22 papers presented are revised and strongly extended versions of selected workshops papers as well as invited contributions from leading experts in the field and closely related areas. The present volume represents the first comprehensive compilation of state-of-the-art research approaches to uncertainty reasoning in the context of the semantic Web, capturing different models of uncertainty and approaches to deductive as well as inductive reasoning with uncertain formal knowledge.

Author : Aboul Ella Hassanien,Khaled Shaalan,Tarek Gaber,Mohamed F. Tolba
Publisher : Springer
Page : 917 pages
File Size : 49,7 Mb
Release : 2017-08-30
Category : Technology & Engineering
ISBN : 9783319648613

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Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017 by Aboul Ella Hassanien,Khaled Shaalan,Tarek Gaber,Mohamed F. Tolba Pdf

This book gathers the proceedings of the 3rd International Conference on Advanced Intelligent Systems and Informatics 2017 (AISI2017), which took place in Cairo, Egypt from September 9 to 11, 2017. This international and interdisciplinary conference, which highlighted essential research and developments in the field of informatics and intelligent systems, was organized by the Scientific Research Group in Egypt (SRGE). The book’s content is divided into five main sections: Intelligent Language Processing, Intelligent Systems, Intelligent Robotics Systems, Informatics, and the Internet of Things.

Author : Wolfgang Faber,Adrian Paschke
Publisher : Springer
Page : 333 pages
File Size : 51,7 Mb
Release : 2015-07-17
Category : Computers
ISBN : 9783319217680

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Reasoning Web. Web Logic Rules by Wolfgang Faber,Adrian Paschke Pdf

This volume contains the lecture notes of the 11th Reasoning Web Summer School 2015, held in Berlin, Germany, in July/August 2015. In 2015, the theme of the school was Web Logic Rules. This Summer School is devoted to this perspective, and provides insight into the semantic Web, linked data, ontologies, rules, and logic.

Author : Zongmin Ma,Fu Zhang,Li Yan,Jingwei Cheng
Publisher : Springer
Page : 282 pages
File Size : 46,8 Mb
Release : 2013-09-28
Category : Technology & Engineering
ISBN : 9783642392832

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Fuzzy Knowledge Management for the Semantic Web by Zongmin Ma,Fu Zhang,Li Yan,Jingwei Cheng Pdf

This book goes to great depth concerning the fast growing topic of technologies and approaches of fuzzy logic in the Semantic Web. The topics of this book include fuzzy description logics and fuzzy ontologies, queries of fuzzy description logics and fuzzy ontology knowledge bases, extraction of fuzzy description logics and ontologies from fuzzy data models, storage of fuzzy ontology knowledge bases in fuzzy databases, fuzzy Semantic Web ontology mapping, and fuzzy rules and their interchange in the Semantic Web. The book aims to provide a single record of current research in the fuzzy knowledge representation and reasoning for the Semantic Web. The objective of the book is to provide the state of the art information to researchers, practitioners and graduate students of the Web intelligence and at the same time serve the knowledge and data engineering professional faced with non-traditional applications that make the application of conventional approaches difficult or impossible.

Author : Stefano Spaccapietra,Karl Aberer,Philippe Cudré-Mauroux
Publisher : Springer
Page : 220 pages
File Size : 40,9 Mb
Release : 2006-08-29
Category : Computers
ISBN : 9783540368717

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Journal on Data Semantics VI by Stefano Spaccapietra,Karl Aberer,Philippe Cudré-Mauroux Pdf

• Data warehousing and semantic data mining • Spatial, temporal, multimedia and multimodal semantics • Semantics in data visualization • Semantic services for mobile users • Supporting tools • Applications of semantic-driven approaches These topics are to be understood as speci?cally related to semantic issues. Contributions submitted to the journal and dealing with semantics of data will be considered even if they are not within the topics in the list. While the physical appearanceof the journal issues looks like the books from the well-known Springer LNCS series, the mode of operation is that of a jo- nal. Contributions can be freely submitted by authors and are reviewed by the Editorial Board. Contributions may also be invited, and nevertheless carefully reviewed, as in the case for issues that contain extended versions of best papers from major conferences addressing data semantics issues. Special issues, foc- ing on a speci?c topic, are coordinated by guest editors once the proposal for a special issue is accepted by the Editorial Board. Finally, it is also possible that a journal issue be devoted to a single text. The journal published its ?rst volumein 2003(LNCS 2800),its secondvolume at the beginning of 2005(LNCS 3360), and its third volume in Summer 2005 (LNCS 3534). Volumes I, II and V are special issues composed of selected extended versions of best conference papers. Volume III is a special issue on Semantic-Based Geographical Infor- tion Systems, coordinated by guest editor Esteban Zim ́ anyi.

Author : Yiannis Kompatsiaris,Paola Hobson
Publisher : Springer Science & Business Media
Page : 297 pages
File Size : 55,9 Mb
Release : 2008-01-11
Category : Computers
ISBN : 9781848000766

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Semantic Multimedia and Ontologies by Yiannis Kompatsiaris,Paola Hobson Pdf

This comprehensive book draws together experts to explore how knowledge technologies can be exploited to create new multimedia applications, and how multimedia technologies can provide new contexts for the use of knowledge technologies. Thorough coverage of all relevant topics is given. The step-by-step approach guides the reader from fundamental enabling technologies of ontologies, analysis and reasoning, through to applications which have hitherto had less attention.

Author : Georgios Paliouras,Constantine D. Spyropoulos,George Tsatsaronis
Publisher : Springer
Page : 245 pages
File Size : 42,7 Mb
Release : 2011-05-06
Category : Computers
ISBN : 9783642207952

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Knowledge-Driven Multimedia Information Extraction and Ontology Evolution by Georgios Paliouras,Constantine D. Spyropoulos,George Tsatsaronis Pdf

This book presents the state of the art in the areas of ontology evolution and knowledge-driven multimedia information extraction, placing an emphasis on how the two can be combined to bridge the semantic gap. This was also the goal of the EC-sponsored BOEMIE (Bootstrapping Ontology Evolution with Multimedia Information Extraction) project, to which the authors of this book have all contributed. The book addresses researchers and practitioners in the field of computer science and more specifically in knowledge representation and management, ontology evolution, and information extraction from multimedia data. It may also constitute an excellent guide to students attending courses within a computer science study program, addressing information processing and extraction from any type of media (text, images, and video). Among other things, the book gives concrete examples of how several of the methods discussed can be applied to athletics (track and field) events.

Author : Stasinos Konstantopoulos,Stavros Perantonis,Vangelis Karkaletsis,Costas D. Spyropoulos,George Vouros
Publisher : Springer
Page : 430 pages
File Size : 40,9 Mb
Release : 2010-05-09
Category : Computers
ISBN : 9783642128424

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Advances in Artificial Intelligence: Theories, Models, and Applications by Stasinos Konstantopoulos,Stavros Perantonis,Vangelis Karkaletsis,Costas D. Spyropoulos,George Vouros Pdf

This volume constitutes the refereed proceedings of the 6th Hellenic Conference on Artificial Intelligence, SETN 2010, held in Athens, Greece, in May 2010. The 28 revised full papers and 22 revised short papers presented were carefully reviewed and selected from 83 submissions. The topics include but are not restricted to adaptive systems; AI and creativity; AI architectures; artificial life; autonomous systems; data mining and knowledge discovery; hybrid intelligent systems & methods; intelligent agents, multi-agent systems; intelligent distributed systems; intelligent information retrieval; intelligent/natural interactivity, intelligent virtual environments; knowledge representation and reasoning, logic programming; knowledge-based systems; machine learning, neural nets, genetic algorithms; natural language processing; planning and scheduling; problem solving, constraint satisfaction; robotics, machine vision, machine sensing.

Author : Leslie F. Sikos,Oshani W. Seneviratne,Deborah L. McGuinness
Publisher : Springer Nature
Page : 110 pages
File Size : 53,7 Mb
Release : 2021-04-26
Category : Computers
ISBN : 9783030676810

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Provenance in Data Science by Leslie F. Sikos,Oshani W. Seneviratne,Deborah L. McGuinness Pdf

RDF-based knowledge graphs require additional formalisms to be fully context-aware, which is presented in this book. This book also provides a collection of provenance techniques and state-of-the-art metadata-enhanced, provenance-aware, knowledge graph-based representations across multiple application domains, in order to demonstrate how to combine graph-based data models and provenance representations. This is important to make statements authoritative, verifiable, and reproducible, such as in biomedical, pharmaceutical, and cybersecurity applications, where the data source and generator can be just as important as the data itself. Capturing provenance is critical to ensure sound experimental results and rigorously designed research studies for patient and drug safety, pathology reports, and medical evidence generation. Similarly, provenance is needed for cyberthreat intelligence dashboards and attack maps that aggregate and/or fuse heterogeneous data from disparate data sources to differentiate between unimportant online events and dangerous cyberattacks, which is demonstrated in this book. Without provenance, data reliability and trustworthiness might be limited, causing data reuse, trust, reproducibility and accountability issues. This book primarily targets researchers who utilize knowledge graphs in their methods and approaches (this includes researchers from a variety of domains, such as cybersecurity, eHealth, data science, Semantic Web, etc.). This book collects core facts for the state of the art in provenance approaches and techniques, complemented by a critical review of existing approaches. New research directions are also provided that combine data science and knowledge graphs, for an increasingly important research topic.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 48,9 Mb
Release : 2024-06-30
Category : Electronic
ISBN : 9789814464901

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Multimedia Information Extraction and Digital Heritage Preservation by Anonim Pdf

Author : Leslie F. Sikos
Publisher : Springer
Page : 205 pages
File Size : 44,7 Mb
Release : 2018-09-17
Category : Technology & Engineering
ISBN : 9783319988429

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AI in Cybersecurity by Leslie F. Sikos Pdf

This book presents a collection of state-of-the-art AI approaches to cybersecurity and cyberthreat intelligence, offering strategic defense mechanisms for malware, addressing cybercrime, and assessing vulnerabilities to yield proactive rather than reactive countermeasures. The current variety and scope of cybersecurity threats far exceed the capabilities of even the most skilled security professionals. In addition, analyzing yesterday’s security incidents no longer enables experts to predict and prevent tomorrow’s attacks, which necessitates approaches that go far beyond identifying known threats. Nevertheless, there are promising avenues: complex behavior matching can isolate threats based on the actions taken, while machine learning can help detect anomalies, prevent malware infections, discover signs of illicit activities, and protect assets from hackers. In turn, knowledge representation enables automated reasoning over network data, helping achieve cybersituational awareness. Bringing together contributions by high-caliber experts, this book suggests new research directions in this critical and rapidly growing field.

Author : Cardoso, Jorge,Lytras, Miltiadis D.
Publisher : IGI Global
Page : 424 pages
File Size : 42,6 Mb
Release : 2008-10-31
Category : Computers
ISBN : 9781605661131

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Semantic Web Engineering in the Knowledge Society by Cardoso, Jorge,Lytras, Miltiadis D. Pdf

"This book lays the foundations for understanding the concepts and technologies behind the Semantic Web"--Provided by publisher.