Semantic Knowledge Representation for Information Retrieval

Semantic Knowledge Representation for Information Retrieval
Author: Winfried Gödert
Publisher: Walter de Gruyter GmbH & Co KG
Total Pages: 308
Release: 2014-08-19
Genre: Computers
ISBN: 3110329700

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This book covers the basics of semantic web technologies and indexing languages, and describes their contribution to improve methods of formal knowledge representation and reasoning. The methodologies included combine the specifics of indexing languages, Web representation languages and intersystem relations, and explain their contribution to search functionalities in information retrieval scenarios. An example oriented discussion, considering aspects of conceptual and semantic interoperability in processes of subject querying and knowledge exploration is provided. The book is relevant to information scientists, knowledge workers and indexers. It provides a suitable combination of theoretical foundations and practical applications.

Knowledge Representation with Abstractive Layers for Information Retrieval

Knowledge Representation with Abstractive Layers for Information Retrieval
Author: Shin Sedai Konpyūta Gijutsu Kaihatsu Kikō (Japan)
Publisher:
Total Pages: 19
Release: 1988
Genre: Expert systems (Computer science)
ISBN:

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Abstract: "This paper describes a knowledge representation scheme for knowledge about the contents of data (for example, 'text') and abstracted information of data. In the proposed scheme, the contents of data are initially represented by a kind of semantic network in which the case frame structure of the data is expressed explicitly, and abstracted information of the data which is extracted from the semantic network is also represented in the form of a semantic network. By step-by-step abstraction, abstractive layers of knowledge about the data are formed, the components of which are eventually linked with corresponding data

Knowledge Representation and the Semantics of Natural Language

Knowledge Representation and the Semantics of Natural Language
Author: Hermann Helbig
Publisher: Springer Science & Business Media
Total Pages: 652
Release: 2005-12-19
Genre: Computers
ISBN: 3540299661

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Natural Language is not only the most important means of communication between human beings, it is also used over historical periods for the pres- vation of cultural achievements and their transmission from one generation to the other. During the last few decades, the ?ood of digitalized information has been growing tremendously. This tendency will continue with the globali- tion of information societies and with the growing importance of national and international computer networks. This is one reason why the theoretical und- standing and the automated treatment of communication processes based on natural language have such a decisive social and economic impact. In this c- text, the semantic representation of knowledge originally formulated in natural language plays a central part, because it connects all components of natural language processing systems, be they the automatic understanding of natural language (analysis), the rational reasoning over knowledge bases, or the g- eration of natural language expressions from formal representations. This book presents a method for the semantic representation of natural l- guage expressions (texts, sentences, phrases, etc. ) which can be used as a u- versal knowledge representation paradigm in the human sciences, like lingu- tics, cognitive psychology, or philosophy of language, as well as in com- tational linguistics and in arti?cial intelligence. It is also an attempt to close the gap between these disciplines, which to a large extent are still working separately.

Knowledge Representation in the Social Semantic Web

Knowledge Representation in the Social Semantic Web
Author: Katrin Weller
Publisher: Walter de Gruyter
Total Pages: 458
Release: 2010-10-29
Genre: Language Arts & Disciplines
ISBN: 3598441584

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The main purpose of this book is to sum up the vital and highly topical research issue of knowledge representation on the Web and to discuss novel solutions by combining benefits of folksonomies and Web 2.0 approaches with ontologies and semantic technologies. The book contains an overview of knowledge representation approaches in past, present and future, introduction to ontologies, Web indexing and in first case the novel approaches of developing ontologies.

Journal on Data Semantics XIV

Journal on Data Semantics XIV
Author: Stefano Spaccapietra
Publisher: Springer
Total Pages: 172
Release: 2009-11-16
Genre: Computers
ISBN: 3642105629

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The LNCS Journal on Data Semantics is devoted to the presentation of notable work that, in one way or another, addresses research and development on issues related to data semantics. The scope of the journal ranges from theories supporting the formal definition of semantic content to innovative domain-specific applications of semantic knowledge. The journal addresses researchers and advanced practitioners working on the semantic web, interoperability, mobile information services, data warehousing, knowledge representation and reasoning, conceptual database modeling, ontologies, and artificial intelligence. Volume XIV results from a rigorous selection among 21 full papers received in response to a call for contributions issued in September 2008.

Concepts, Ontologies, and Knowledge Representation

Concepts, Ontologies, and Knowledge Representation
Author: Grega Jakus
Publisher: Springer Science & Business Media
Total Pages: 71
Release: 2013-06-22
Genre: Computers
ISBN: 1461478227

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Recording knowledge in a common framework that would make it possible to seamlessly share global knowledge remains an important challenge for researchers. This brief examines several ideas about the representation of knowledge addressing this challenge. A widespread general agreement is followed that states uniform knowledge representation should be achievable by using ontologies populated with concepts. A separate chapter is dedicated to each of the three introduced topics, following a uniform outline: definition, organization, and use. This brief is intended for those who want to get to know the field of knowledge representation quickly, or would like to be up to date with current developments in the field. It is also useful for those dealing with implementation as examples of numerous operational systems are also given.

Advances in Knowledge Representation

Advances in Knowledge Representation
Author: Carlos Ramirez
Publisher: BoD – Books on Demand
Total Pages: 288
Release: 2012-05-09
Genre: Computers
ISBN: 9535105973

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Advances in Knowledge Representation offers a compilation of state of the art research works on topics such as concept theory, positive relational algebra and k-relations, structured, visual and ontological models of knowledge representation, as well as detailed descriptions of applications to various domains, such as semantic representation and extraction, intelligent information retrieval, program proof checking, complex planning, and data preparation for knowledge modelling, and a extensive bibliography. It is a valuable contribution to the advancement of the field. The expected readers are advanced students and researchers on the knowledge representation field and related areas; it may also help to computer oriented practitioners of diverse fields looking for ideas on how to develop a knowledge-based application.

Semantic Systems. The Power of AI and Knowledge Graphs

Semantic Systems. The Power of AI and Knowledge Graphs
Author: Maribel Acosta
Publisher: Springer Nature
Total Pages: 400
Release: 2019-11-04
Genre: Computers
ISBN: 3030332209

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This open access book constitutes the refereed proceedings of the 15th International Conference on Semantic Systems, SEMANTiCS 2019, held in Karlsruhe, Germany, in September 2019. The 20 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 88 submissions. They cover topics such as: web semantics and linked (open) data; machine learning and deep learning techniques; semantic information management and knowledge integration; terminology, thesaurus and ontology management; data mining and knowledge discovery; semantics in blockchain and distributed ledger technologies.

Handbook of Research on Computational Intelligence Applications in Bioinformatics

Handbook of Research on Computational Intelligence Applications in Bioinformatics
Author: Dash, Sujata
Publisher: IGI Global
Total Pages: 543
Release: 2016-06-20
Genre: Computers
ISBN: 1522504281

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Developments in the areas of biology and bioinformatics are continuously evolving and creating a plethora of data that needs to be analyzed and decrypted. Since it can be difficult to decipher the multitudes of data within these areas, new computational techniques and tools are being employed to assist researchers in their findings. The Handbook of Research on Computational Intelligence Applications in Bioinformatics examines emergent research in handling real-world problems through the application of various computation technologies and techniques. Featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired computing, this publication is a critical reference source for graduate students, professionals, academics, and researchers.