• Title/Summary/Keyword: semantic representation

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Semantic Representation of Moving Objectin Video Data Using Motion Ontology (Motion Ontology를 이용한 비디오내 객체 움직임의 의미표현)

  • Shin, Ju-Hyun;Kim, Pan-Koo
    • Journal of Korea Multimedia Society
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    • v.10 no.1
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    • pp.117-127
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    • 2007
  • As the value of the multimedia data is getting high, the study on the semantic recognition and retrieval about the multimedia information is strongly demanded. In this paper, we build the motion ontology and adopt it for representing the meaning of the moving objects in video data. By referencing the WordNet structure, we extend its semantic meaning based on the reclassification of motion verbs, which are used to represent the semantic meaning of moving objects. The represented information is receded in OWL/RDF(S). Here, we could expect the 'Is-A' and 'Equivalent' reasoning of the data as we use the ontologies. And the semantic representation about the moving objects is possible through the video annotation using ontology. And we tested the accuracy of the system comparing with the key-word based system. As a result, we could get the approximately 10% improvement of the system performance.

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Analysis of Representation Methods for Semantic Constraints to Enhance the Quality of XBRL Services (XBRL 서비스 품질 향상을 위한 의미제약 표현 방법 분석)

  • Kim, Hyoung-Do
    • The Journal of the Korea Contents Association
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    • v.8 no.8
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    • pp.274-284
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    • 2008
  • XBRL is an XML-based language, actively used for diverse business reporting applications including financial reporting. It can be flexibly applied to each application by defining concepts and their relationships existing within the application. In these business reporting processes, it is very important for senders and receivers to validate the consistency and completeness of reporting contents in the syntatic and semantic levels. The basic method is to directly represent and validate the semantic constraints using application program codes. However, the method makes it difficult to represent, change, share semantic constraints. While XML constraint languages for XML documents such as XSLT and Schemantron support explicit representation and sharing of semantic constraints, they are limited in the efficiency and effectiveness of representing XBRL semantic constraints. This paper reviews XBRL formula, actively being discussed recently for standardization, and discusses the representation capability and limitations through a case analysis, which applies XBRL formula to business documents in the area of financial reporting.

Formal Representation and Query for Digital Contents Data

  • Khamis, Khamis Abdul-Latif;Song, Huazhu;Zhong, Xian
    • Journal of Information Processing Systems
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    • v.16 no.2
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    • pp.261-276
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    • 2020
  • Digital contents services are one of the topics that have been intensively studied in the media industry, where various semantic and ontology techniques are applied. However, query execution for ontology data is still inefficient, lack of sufficient extensible definitions for node relationships, and there is no specific semantic method fit for media data representation. In order to make the machine understand digital contents (DCs) data well, we analyze DCs data, including static data and dynamic data, and use ontology to specify and classify objects and the events of the particular objects. Then the formal representation method is proposed which not only redefines DCs data based on the technology of OWL/RDF, but is also combined with media segmentation methods. At the same time, to speed up the access mechanism of DCs data stored under the persistent database, an ontology-based DCs query solution is proposed, which uses the specified distance vector associated to a surveillance of semantic label (annotation) to detect and track a moving or static object.

A Comparison between Factor Structure and Semantic Representation of Personality Test Items Using Latent Semantic Analysis (잠재의미분석을 활용한 성격검사문항의 의미표상과 요인구조의 비교)

  • Park, Sungjoon;Park, Heeyoung;Kim, Cheongtag
    • Korean Journal of Cognitive Science
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    • v.30 no.3
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    • pp.133-156
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    • 2019
  • To investigate how personality test items are understood by participants, their semantic representations were explored by Latent Semantic Analysis, In this thesis, Semantic Similarity Matrix was proposed, which contains cosine similarity of semantic representations between test items and personality traits. The matrix was compared to traditional factor loading matrix. In preliminary study, semantic space was constructed from the passages describing the five traits, collected from 154 undergraduate participants. In study 1, positive correlation was observed between the factor loading matrix of Korean shorten BFI and its semantic similarity matrix. In study 2, short personality test was constructed from semantic similarity matrix, and observed that its factor loading matrix was positively correlated with the semantic similarity matrix as well. In conclusion, the results implies that the factor structure of personality test can be inferred from semantic similarity between the items and factors.

The Semantics of Semantic Annotation

  • Bunt, Harry
    • Proceedings of the Korean Society for Language and Information Conference
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    • 2007.11a
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    • pp.13-28
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    • 2007
  • This is a speculative paper, describing a recently started effort to give a formal semantics to semantic annotation schemes. Semantic annotations are intended to capture certain semantic information in a text, which means that it only makes sense to use semantic annotations if these have a well-defined semantics. In practice, however, semantic annotation schemes are used that lack any formal semantics. In this paper we outline how existing approaches to the annotation of temporal information, semantic roles, and reference relations can be integrated in a single XML-based format and can be given a formal semantics by translating them into second-order logic. This is argued to offer an incremental aproach to the incorporation of semantic information in natural language processing that does not suffer from the problems of ambiguity and lack of robustness that are common to traditional approaches to computational semantics.

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Natural Language Query Framework on the Semantic Web

  • Kim, Jin-Sung
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2007.04a
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    • pp.189-192
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    • 2007
  • This study proposes a Natural Language Query Framework (NLQF) on the semantic web to support the intelligent deduction at semantic level. A large number of former researches are focused on the knowledge representation on the semantic web. However, to revitalize the intelligent agent (IA)-based automated e-business contract with human customers, there is a need for semantic level approach to the web information. To enable accessing web information at semantic level, this paper discusses the pattern of complex natural language processing at first, and then the semantic web-based natural language inference in e-business environment. The NL-based approach could help the IAs on the web to communicate with customers and other IAs with more natural interface than traditional HTML-based web information. Therefore, our proposed NLQF will be used in semantic web-based intelligent e-business contracts between customers and IAs.

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A WF-KMS Framework on the Semantic Web (시맨틱 웹을 이용한 워크플로우 기반의 지식관리 시스템 프레임워크)

  • Kwon Hyung-Cheol;Choi Doug-Won;Lee Dong-Cheol
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.27 no.4
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    • pp.69-76
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    • 2004
  • A framework for knowledge management system has been explored which enables the semantic search of knowledge on the web. Knowledge representation by RDF and RDF schema enables machine cognition of knowledge documents. Dublin core was adopted for structured metadata representation. Thereby, it enables the CBR and rule based reasoning for intelligent knowledge retrieval. Grafting of the WFMS technique unto the KMS facilitates the effective utilization of process knowledge and creation of new knowledge.

Two Theoretical Paradigms for Semantic Analysis of the Pictorial Representation, Centered on Wittgenstein's Picture Theory and Langer's Symbol Theory (회화적 표상의 의미분석을 위한 두 가지 이론적 패러다임 : Wittgenstein의 그림이론과 Langer의 상징론을 중심으로)

  • Kim Bok-Yung
    • Journal of Science of Art and Design
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    • v.1
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    • pp.11-62
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    • 1999
  • The paper aims to survey some features in the 20th century's semantic analyses of the pictorial representation as a paradigm concept. Here the most typical pattern of paradigms to approach it were thought that one is Referential Semantics which begins with Wittgenstein's Picture Theory, the other, Ontological Semantics concerned with .Langer's Symbol Theory. In the light of paradigm theory, some results acquired are as follows. First, the two paradigms are recognized as those of a mutually different philosophical background. So as far as the researcher is concerned, their arguments are contradictory each other. Second, it must be emphasized that each of them all have a possible aspect of necessary and sufficient requirements. to interpret and analyze the meaning of artistic representation. In result, the Referential and Ontological Semantics can work with a complementary partnership. In short, the referential meaning constructs a infrastructure of the picture, whereas the ontological meaning does it's infrastructure.

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Web Ontology Building Methodology for Semantic Web Application (시맨틱 웹 응용을 위한 웹 온톨로지 구축기법)

  • Kim, Su-Kyung;Ahn, Kee-Hong
    • The KIPS Transactions:PartD
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    • v.15D no.1
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    • pp.47-60
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    • 2008
  • Success of a semantic web application, currently base on web technology, depend on web ontology construction that provided rule and inference function about knowledge. For, this study compared the ontology construction methods that were already proposed, and analyzed, and investigated characteristics of semantic web and web ontology, investigated characteristics of semantic web and web ontology, and defined characteristics of web ontology as-based technology of a semantic web application and knowledge representation steps, and studied a technical element that related currently web technology, and proposed a web ontology construction method for a semantic web application with bases to these. Established web ontologies of various knowledge fields as applied the construction method that proposed. Also evaluate performance of web ontology through inference verification of web ontologies established, web ontologies evaluated performance of web ontology as used inference verification. According to this, we confirmed that proposed construction method that can establish the ontology suitable for semantic web application.

Semantic Priming Effect of Korean Lexical Ambiguity: A Comparison of Homonymy and Polysemy (한국어의 어휘적 중의성의 의미점화효과: 동음이의어와 다의어의 비교)

  • Yu, Gi-Soon;Nam, Ki-Chun
    • Phonetics and Speech Sciences
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    • v.1 no.2
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    • pp.63-73
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    • 2009
  • The present study was conducted to explore how the processing of lexical ambiguity between homonymy and polysemy differs from each other, and whether the representation of mental lexicon was separated from each lexical ambiguity by a semantic priming paradigm. Homonymy (M1 means the literal meaning of '사과', i.e. apple and M2 means another literal meaning of '사과', i.e. apologize) was used in Experiment I, and polysemy (M2 means the literal meaning of '바람', i.e. wind and M2 means the figurative meaning of '바람', i.e. wanton) was used in Experiment 2. The results of both experiments showed that a significant semantic priming effect occurs regardless of the type of ambiguities (homonymy and polysemy) and the difference of their semantic processes. However, the semantic priming effect for polysemy was larger than that for homonymy. This result supports the hypothesis that the semantic process of homonymy is different from that of polysemy.

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