• Title/Summary/Keyword: 의미론적 유사도

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A Comparative Study on the Effectiveness of Hangul Natural Language Retrieval Using KT Test Set (KT Test Set을 이용한 우리말 자연언어검색의 효율성에 관한 비교연구)

  • 이현아;김성혁
    • Proceedings of the Korean Society for Information Management Conference
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    • 1995.08a
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    • pp.37-40
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    • 1995
  • 본 연구는 자연언어시스템에서 색인어와 탐색어의 특정성에 기인하는 재현율 감소를 극복하기 위한 방법론으로써 탐색어의 확장을 통한 검색효율을 평가하였다. 이를 위하여 우리말 데이터베이스를 대상으로 주제전문가가 자연언어로 작성한 원 질의문 (Q1), 원 질의문에 사용된 탐색어와 데이터베이스내의 색인어간의 유사도를 이용하여 탐색어를 확장한 질의문 (Q2(0.2), Q2(0.3)), 주제전문가인 이용자가 Q1의 의미적인 관계를 고려해서 자연언어로 탐색어를 확장한 질의문 (Q3)을 검색효율면에서 비교하였다. 실험결과, 평균재현율은 Q2(0.2), Q2(0.3), Q3, Q1의 검색의 순이었다. 평균정확율은 Q3, Q2(0.3), Q1, Q2(0.2)검색의 순으로 나타났다.

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The temptation of the slippery slope argument: A research of its nature (미끄러운 경사길 논증의 유혹: 그 실체의 탐구)

  • Lee, Hye-jung
    • Journal of Korean Philosophical Society
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    • v.129
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    • pp.267-290
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    • 2014
  • The slippery slope argument means that if we accept a type of action A, we are committed to accepting B, C and eventually N. Then, N is situation which we must not accept morally. It works causal mechnism that B because A is raised, C because B is raised. But in the logic textbooks and treatises, the slippery slope argument is classified as fallacy. The reason is that the argument is not a causal argument. Actually, it is a probable. Also it is argued that the argument is wrong because it fears about the future extremely. But We can not say all slippery slope argument is fallacy even though a slippery slope argument is sometimes fallacy. I think it is persuasive argument in a significant place. Therefore I argue that the argument is not simple logic as a form of thinking, but practical reasoning applied the context of dialogue. So in order to find it to be practical reasoning we demand the new understanding to fallacy theory. In traditionally, fallacy is defined to wrong reasoning logically, but according to Walton, fallacy means a verbal tactic or deceptive trick that can be used to cause someone to fall down in argument. That is to say, whether or not the argument is successful depends on how it uses as argument tactic in a given context of dialogue. Therefore I argue that whether or not the argument is successful, because of it is practical problem used in a context of dialogue, is to be approached to pragma and dialectical method, not semantic.

The Meaning of the 'Collective Intelligence' in the Transmedia Discourse (트랜스미디어 담론에 대한 집단지성론적 고찰)

  • Kim, Ki-Hong
    • Cartoon and Animation Studies
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    • s.40
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    • pp.261-285
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    • 2015
  • Transmedia has become a significant theme in the media studies sector and an academic discourse itself since its wide diffusion through Henry Jenkins' seminar book Convergence Culture. The aim of this essay is to examine the authentic intention of the proposer to understand its profound meaning and value in the research discourse. Firstly, Transmedia has originated as a part of the convergence culture research context, which is an identical approach in the 'active audience' research tradition. Thus, a history of the research in terms of Birmingham Cultural Studies tradition and its implication is scrutinized. Secondly, in respect of Pierre Levy's 'collective intelligence' which made significant influence on the making of the Convergence Culture and Transmedia Storytelling, the meaing of the transmedia discourse is studied. Thirdly and finally, the implication of this concept as a critical theory or Critique in the Cultural Studies tradition, which has highlighted the importance of the revelation of the binary oppositions and structures of dominance/resistance, with the interpretation of the role of the collective intelligence idea in the transmedia discourse, is studied.

TAGS: Text Augmentation with Generation and Selection (생성-선정을 통한 텍스트 증강 프레임워크)

  • Kim Kyung Min;Dong Hwan Kim;Seongung Jo;Heung-Seon Oh;Myeong-Ha Hwang
    • KIPS Transactions on Software and Data Engineering
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    • v.12 no.10
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    • pp.455-460
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    • 2023
  • Text augmentation is a methodology that creates new augmented texts by transforming or generating original texts for the purpose of improving the performance of NLP models. However existing text augmentation techniques have limitations such as lack of expressive diversity semantic distortion and limited number of augmented texts. Recently text augmentation using large language models and few-shot learning can overcome these limitations but there is also a risk of noise generation due to incorrect generation. In this paper, we propose a text augmentation method called TAGS that generates multiple candidate texts and selects the appropriate text as the augmented text. TAGS generates various expressions using few-shot learning while effectively selecting suitable data even with a small amount of original text by using contrastive learning and similarity comparison. We applied this method to task-oriented chatbot data and achieved more than sixty times quantitative improvement. We also analyzed the generated texts to confirm that they produced semantically and expressively diverse texts compared to the original texts. Moreover, we trained and evaluated a classification model using the augmented texts and showed that it improved the performance by more than 0.1915, confirming that it helps to improve the actual model performance.

An Encounter with the Bauhaus being the origin of Modem Design and Formative Education (현대 디자인과 조형교육의 기원인 바우하우스(Bauhaus) 사람들과의 만남)

  • 최성운
    • Archives of design research
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    • v.16 no.3
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    • pp.361-370
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    • 2003
  • We have understood Bauhaus being the origin of Modern Design and Formative Education to systematic semantic aspects to date. the facts that matter to us need to be understood on Bauhaus's education philosophy and the way of administration than Bauhaus's education contents. Bauhaus as designer has been informed to us how a design should be approached to viewpoints handling Objects, Methodology fixing up problems and Social viewpoints. But Bauhaus's design principle or Methodological solution is not setup by specific person but actualized by Masters and professors in charge of curricula. From these standpoints, inquiring into their characters and individual statements for design could be said to upright order. Especially Bauhaus has trio out lots of changes through inner discord and external challenge, taken great pains for the social function of design. So I would like to help right understanding on Bauhaus based on Bauhaus's statements.

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Motives of Organizational Citizenship Behavior : comparison between OCBO & OCBI (조직시민행동의 하위차원별 수행동기 비교)

  • Kim, Kyoung Seok;Lee, Jei Young
    • The Journal of the Korea Contents Association
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    • v.13 no.11
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    • pp.699-713
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    • 2013
  • This study has three purposes. Firstly, we try to extract the types of the motives of OCBO & OCBI instead of global OCB. Secondly, we compare the types of the motives OCBO & OCBI and those of the motives of global OCB. Finally, using another set of P-sample, we try to find out whether the four types of the motives of OCB found in the study of Kim & Lee(2013) could be found once again. The findings are as follows. First, we found the four types of the motives of OCBO, and three the types of the motives of OCBI. Second we found some similarities and differences at the same time between the types of OCBO, OCBI, & global OCB. Third, except the instrumentality-based type, three of the four types found in the study of Kim & Lee(2013) reappeared in this study. In conclusion, these findings suggest that OCBO & OCBI, the sub-dimensions of OCB, have their own distinctive natures respectively.

Ranked Web Service Retrieval by Keyword Search (키워드 질의를 이용한 순위화된 웹 서비스 검색 기법)

  • Lee, Kyong-Ha;Lee, Kyu-Chul;Kim, Kyong-Ok
    • The Journal of Society for e-Business Studies
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    • v.13 no.2
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    • pp.213-223
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    • 2008
  • The efficient discovery of services from a large scale collection of services has become an important issue[7, 24]. We studied a syntactic method for Web service discovery, rather than a semantic method. We regarded a service discovery as a retrieval problem on the proprietary XML formats, which were service descriptions in a registry DB. We modeled services and queries as probabilistic values and devised similarity-based retrieval techniques. The benefits of our way are follows. First, our system supports ranked service retrieval by keyword search. Second, we considers both of UDDI data and WSDL definitions of services amid query evaluation time. Last, our technique can be easily implemented on the off-theshelf DBMS and also utilize good features of DBMS maintenance.

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Web crawling process of each social network service for recognizing water quality accidents in the water supply networks (물공급네트워크 수질사고인지를 위한 소셜네트워크 서비스 별 웹크롤링 방법론 개발)

  • Yoo, Do Guen;Hong, Seunghyeok;Moon, Gihoon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.398-398
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    • 2022
  • 최근 수돗물 공급과정에 있어 적수, 유충 발생 등 지역 단위의 수질문제로 국민의 직간접적인 피해가 발생된 바 있다. 수질문제 발생 시, 소셜네트워크서비스(SNS)에 게시되는 피해 관련 의견은 시공간적으로 빠르게 확산되며, 궁극적으로는 물공급과정 전체의 부정적 인식증가와 신뢰도 저하를 초래한다. 따라서, 물공급시스템에서의 수질사고 발생을 빠르게 인지하는 다양한 방법론의 적용을 통한 피해 최소화를 위한 노력이 반드시 필요하다. 일반적으로 수질사고는 다양한 항목의 실시간 계측기에서 획득되는 시계열자료의 변화양상을 통해 판단할 수 있으나, 이와 같은 방법론의 효율적 적용을 위해서는 선진계측인프라의 도입이 선행되어야 한다. 본 연구에서는 국내의 발달된 정보통신기술환경을 활용하여, 물공급네트워크 내 수질사고인지를 위한 SNS 별 웹크롤링 방법론을 제안하고, 적용결과를 분석하였다. 방법론의 구현에 앞서, 각종 SNS 별(트위터, 인스타그램, 블로그, 네이버 카페 등) 프로그래밍을 통한 웹크롤링 가능여부, 정보획득 기간 등을 확인하였으며, 과거 유사 수질사고 발생 시 영향력과 관련 게시글이 크게 나타난 네이버 카페와 트위터를 중심으로 웹 크롤링 절차를 제시하였다. 네이버 카페의 경우 대상급수구역 내의 시민들이 다수 참여하는 카페를 목록화하고, 지자체명과 핵심 키워드(수돗물, 유충, 적수) 조합을 활용한 웹크롤링을 수행하여, 관련 게시물 건수와 의미를 실시간으로 분석하는 절차를 마련하였다. 개발된 SNS 별 웹크롤링 방법론에 따라 과거 수질사고가 발생된 바 있는 2개 이상의 지자체에 대한 분석을 실시하였으며, SNS 별 결과에 있어 차이점을 확인하여 제시하였다. 향후 제안된 방법을 적용하여 시공간적 수질사고 정보의 전파 및 확산양상을 추가적으로 분석할수 있을 것으로 기대된다.

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Evaluation of Web Service Similarity Assessment Methods (웹서비스 유사성 평가 방법들의 실험적 평가)

  • Hwang, You-Sub
    • Journal of Intelligence and Information Systems
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    • v.15 no.4
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    • pp.1-22
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    • 2009
  • The World Wide Web is transitioning from being a mere collection of documents that contain useful information toward providing a collection of services that perform useful tasks. The emerging Web service technology has been envisioned as the next technological wave and is expected to play an important role in this recent transformation of the Web. By providing interoperable interface standards for application-to-application communication, Web services can be combined with component based software development to promote application interaction and integration both within and across enterprises. To make Web services for service-oriented computing operational, it is important that Web service repositories not only be well-structured but also provide efficient tools for developers to find reusable Web service components that meet their needs. As the potential of Web services for service-oriented computing is being widely recognized, the demand for effective Web service discovery mechanisms is concomitantly growing. A number of techniques for Web service discovery have been proposed, but the discovery challenge has not been satisfactorily addressed. Unfortunately, most existing solutions are either too rudimentary to be useful or too domain dependent to be generalizable. In this paper, we propose a Web service organizing framework that combines clustering techniques with string matching and leverages the semantics of the XML-based service specification in WSDL documents. We believe that this is one of the first attempts at applying data mining techniques in the Web service discovery domain. Our proposed approach has several appealing features : (1) It minimizes the requirement of prior knowledge from both service consumers and publishers; (2) It avoids exploiting domain dependent ontologies; and (3) It is able to visualize the semantic relationships among Web services. We have developed a prototype system based on the proposed framework using an unsupervised artificial neural network and empirically evaluated the proposed approach and tool using real Web service descriptions drawn from operational Web service registries. We report on some preliminary results demonstrating the efficacy of the proposed approach.

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XML Document Clustering Based on Sequential Pattern (순차패턴에 기반한 XML 문서 클러스터링)

  • Hwang, Jeong-Hee;Ryu, Keun-Ho
    • The KIPS Transactions:PartD
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    • v.10D no.7
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    • pp.1093-1102
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    • 2003
  • As the use of internet is growing, the amount of information is increasing rapidly and XML that is a standard of the web data has the property of flexibility of data representation. Therefore electronic document systems based on web, such as EDMS (Electronic Document Management System), ebXML (e-business extensible Markup Language), have been adopting XML as the method for exchange and standard of documents. So research on the method which can manage and search structural XML documents in an effective wav is required. In this paper we propose the clustering method based on structural similarity among the many XML documents, using typical structures extracted from each document by sequential pattern mining in pre-clustering process. The proposed algorithm improves the accuracy of clustering by computing cost considering cluster cohesion and inter-cluster similarity.