• 제목/요약/키워드: Ideas similarity

검색결과 33건 처리시간 0.019초

유사도 알고리즘을 활용한 시맨틱 프로세스 검색방안 (Semantic Process Retrieval with Similarity Algorithms)

  • 이홍주
    • Asia pacific journal of information systems
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    • 제18권1호
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    • pp.79-96
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    • 2008
  • One of the roles of the Semantic Web services is to execute dynamic intra-organizational services including the integration and interoperation of business processes. Since different organizations design their processes differently, the retrieval of similar semantic business processes is necessary in order to support inter-organizational collaborations. Most approaches for finding services that have certain features and support certain business processes have relied on some type of logical reasoning and exact matching. This paper presents our approach of using imprecise matching for expanding results from an exact matching engine to query the OWL(Web Ontology Language) MIT Process Handbook. MIT Process Handbook is an electronic repository of best-practice business processes. The Handbook is intended to help people: (1) redesigning organizational processes, (2) inventing new processes, and (3) sharing ideas about organizational practices. In order to use the MIT Process Handbook for process retrieval experiments, we had to export it into an OWL-based format. We model the Process Handbook meta-model in OWL and export the processes in the Handbook as instances of the meta-model. Next, we need to find a sizable number of queries and their corresponding correct answers in the Process Handbook. Many previous studies devised artificial dataset composed of randomly generated numbers without real meaning and used subjective ratings for correct answers and similarity values between processes. To generate a semantic-preserving test data set, we create 20 variants for each target process that are syntactically different but semantically equivalent using mutation operators. These variants represent the correct answers of the target process. We devise diverse similarity algorithms based on values of process attributes and structures of business processes. We use simple similarity algorithms for text retrieval such as TF-IDF and Levenshtein edit distance to devise our approaches, and utilize tree edit distance measure because semantic processes are appeared to have a graph structure. Also, we design similarity algorithms considering similarity of process structure such as part process, goal, and exception. Since we can identify relationships between semantic process and its subcomponents, this information can be utilized for calculating similarities between processes. Dice's coefficient and Jaccard similarity measures are utilized to calculate portion of overlaps between processes in diverse ways. We perform retrieval experiments to compare the performance of the devised similarity algorithms. We measure the retrieval performance in terms of precision, recall and F measure? the harmonic mean of precision and recall. The tree edit distance shows the poorest performance in terms of all measures. TF-IDF and the method incorporating TF-IDF measure and Levenshtein edit distance show better performances than other devised methods. These two measures are focused on similarity between name and descriptions of process. In addition, we calculate rank correlation coefficient, Kendall's tau b, between the number of process mutations and ranking of similarity values among the mutation sets. In this experiment, similarity measures based on process structure, such as Dice's, Jaccard, and derivatives of these measures, show greater coefficient than measures based on values of process attributes. However, the Lev-TFIDF-JaccardAll measure considering process structure and attributes' values together shows reasonably better performances in these two experiments. For retrieving semantic process, we can think that it's better to consider diverse aspects of process similarity such as process structure and values of process attributes. We generate semantic process data and its dataset for retrieval experiment from MIT Process Handbook repository. We suggest imprecise query algorithms that expand retrieval results from exact matching engine such as SPARQL, and compare the retrieval performances of the similarity algorithms. For the limitations and future work, we need to perform experiments with other dataset from other domain. And, since there are many similarity values from diverse measures, we may find better ways to identify relevant processes by applying these values simultaneously.

프랙탈의 고등학교 수학교육과정에의 도입가능성에 관한 연구 (A Study on the Possibility of Introduction of Fractals to the High School Mathematics Curriculum)

  • 최정숙;신인선
    • 한국수학교육학회지시리즈A:수학교육
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    • 제37권1호
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    • pp.115-138
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    • 1998
  • We seek the possibility of introduction of Fractals to the high school math. curriculum through identifying Fractals teaching programs appropriate for the scopes and sequences in math. education for the high school students. We presented the contents of Fractal theory suitable for the high school students. The following subjects were chosen to be introduced; self-similarity, Fractal dimension, Cantor set, Sierpinsky triangle, Sierpinsky carpel Koch curve, Koch island, perimeter estimate of rugged profiles drawn on paper, and chaos game. We developed the working papers and the criteria for appraisal. Each working paper focuses on the activities in which students can solve the given problems, understanding the characteristics and ideas of Fractals. The working papers were given to the second year students who take science course, and the degree of achievements were analyzed based on the appraisal criteria. The results show that it is possible to introduce Fractals to the high school students.

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귀납적 일반화를 이용한 형태지식의 습득과 디자인에 관한 연구 (A Study on the Learning Shape Knowledge and Design with Inductive Generalization)

  • 차명열
    • 한국실내디자인학회논문집
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    • 제19권6호
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    • pp.20-29
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    • 2010
  • Art historians and critics have defined the style as common features appeared in a class of objects. Abstract common features from a set of objects have been used as a bench mark for date and location of original works. Commonalities in shapes are identified by relationships as well as physical properties from shape descriptions. This paper will focus on how the computer and human can recognize common shape properties from a class of shape objects to learn design knowledge. Shape representation using schema theory has been explored and possible inductive generalization from shape descriptions has been investigated. Also learned shape knowledge can be used. for new design process as design concept. Several design process such as parametric design, replacement design, analogy design etc. are used for these design processes. Works of Mario Botta and Louis Kahn are analyzed for explicitly clarifying the process from conceptual ideas to final designs. In this paper, theories of computer science, artificial intelligence, cognitive science and linguistics are employed as important bases.

수학교실에서 기하판의 활용 의의와 활용 사례 분석 (Significance and Analyzing Episode on Using Geoboards in Mathematics Classroom)

  • 정동권
    • 대한수학교육학회지:학교수학
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    • 제3권2호
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    • pp.447-473
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    • 2001
  • Since the greater part of mathematical concepts have been developed in the direction of “from the concrete and realistic aspects to the abstract level”, children should be secured to learn mathematics genetically with various manipulative materials. The aim of this study is to instigate the active use of geoboards in mathematics classroom. To achieve this arm, we first embodied the several significances on the use of geoboards in mathematics instruction. And we then performed an instruction that children discover and justify the formula related to the area of trapezoid by exploring with geoboards, and analyzed the instructional episode to support our assertion about some secure merit accompanied by using geoboards. From this study, we obtained the conclusion that geoboard activity contains many significances such as children can explore congruence, symmetry, similarity, fundamental properties of figures, and pattern. Futhermore, geoboard activity enable children to transform a figure into other equivalently, develop spatial sense, have basic experiences for coordinate geometry, build a concrete model to explain abstract ideas, and foster the ability of problem solving and mathematical thinking.

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건설 프로젝트의 잠재적 가치개선 대상 선정 방법론(PVTCM) (Potential Value Improvement Target Choice Methodology (PVTCM) in Construction Projects)

  • 양진국
    • 한국건설관리학회논문집
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    • 제15권4호
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    • pp.11-19
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    • 2014
  • 건설공사 VE 활동은 프로젝트 예산절감 및 성능향상 측면에서 핵심도구로 자리매김 하고 있으며, 이를 반영하듯 VE 적용대상이 확대되고 있는 상황이다. 따라서 건설VE의 효과적 활용을 위한 프로세스 및 운용기법에 대한 지속적 연구개발이 요구된다. 그 중 VE 대상 선정 방법은 건설VE 업무에서 핵심적 부분이다. 하지만 이것은 실무적 측면에서 활용성이 낮은 문제점이 있다. 따라서 본 연구에서는 건설 VE 작업의 VE 대상 선정을 위한 새로운 방법(PVTSM)을 개발했다. 첫째, VE 실무자료 분석을 통하여 VE 대상 선정의 실질적 문제점을 분석한다. 둘째, 우수한 VE사례를 분석하여 비용 모델 및 아이디어들 유사성을 기준으로 잠재력이 높은 VE 대상을 추출한다. 셋째, 각 공종별 아이템들에 대하여 친화도 기법을 활용하여 VE 대상항목으로 표준화한다. 본 연구는 위의 절차에 따라 적용된 결과에 대하여 대표적인 객체 선택 방법의 하나인 비용 모델과의 비교 분석을 위해 전문가 인터뷰를 실시했다. 분석 결과 제안방법이 기존방법에 비하여 실무적 측면에서 활용성이 상당히 높은 것으로 나타났다.

현대패션에 표현된 에콜로지에 관한 연구 (A Study on 'Eco-Look' expressed in contemporary fashion)

  • 정연자
    • 복식
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    • 제30권
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    • pp.227-237
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    • 1996
  • The purpose of this study is to investigate the main characteristics of the environmentalism expressed in contemporary fashion. i.e. 'eco-look'. They can be categorized into naturalism symbolism primitiveness and concern about recycling. First naturalistic tendency can be found in through the method of some contemporary eco-looks which are using natural colors harmonisation of the colors in similarity and in controst and expressing in a realistic manner some natural entities or use some ornaments representing them. Such trends easily let people to feel the clothes unified with the nature and human beings. Secondly some contemporary eco-looks express environmentalistic ideas for examples the idea for protection of the nature or the idea against pollution of the earth and destruction of nature in a symbolistic way. Thirdly primitiveness is one of the most characteristic feature in contemporary eco-looks. It can be found in contemporary eco-looks, In can be found in some eco-looks using primitive or original images of Africa and underdeveloped countries. it reflects the human desire to go back to the nature or to the unity with the nature, Finally recycled materials are commonly used in eco-look. Patchwork and handmade knits are popular methods for this mode. They implicates the idea of pragmatism and simplicity in fashion. One Conclusion of the paper on eco-look: fashion design which can be itself an import-ant environment of human beings Secondly some contemporary eco-looks ex-press environmentalistic ideas for examples the idea for protection of the nature or the idea against pollution of the earth and destruction of nature in a symbolistic way. Thirdly primitiveness is one of the most characteristic feature in contemporary eco-looks. It can be found in some eco-looks using primitive or original images of Africa and underdeveloped countries. it reflects the human desire to go back to the nature or to the unity with the nature. Finally recycled materials are commonly used In eco-look Patchwork and handmade knits are popular methods for this mode. They implicates the idea of pragmatism and simplicity in fashion. One Conclusion of the paper on eco-look ; fashion design which can be itself an import-ant environment of human beings has become a very efficient and significant tool to express the idea of ecology.

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메타포어 아이콘(Metaphor Icon)의 인지현황과 인지향상 방안에 관한 연구 - 웹 사이트(Web Site)에서 행해지는 아이콘 인지를 중심으로 - (Study on the present condition of cognition of metaphor icon and the plan to improve it is cognition)

  • 전성복;정수연
    • 디자인학연구
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    • 제16권2호
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    • pp.77-86
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    • 2003
  • 웹(Web) 환경에서 우리들은 유용한 정보를 대부분 시각을 통하여 접하고 있다. 아이콘은 정보를 탐색하는 경로로 정보를 시각적으로 받아들이는 사용자들을 위하여서는 명확하고 신속하게 전달할 수 있는 아이콘 디자인이 필요하다 아이콘에 관한 연구는 시스템 환경이나, 유형 그리고 사용자의 특성에 따라 활발하게 전개되어 있다. 본 연구는 아이콘 유형 중 메타포어 아이콘(Metaphor Icon)에 관한 것으로 메타포어 아이콘 특성상 사용자의 연상작용에 의한 것이며 유사성을 판별하기 위하여 은유와 직유를 구분하여 웹에서 검색된 메타포어 아이콘을 분석하였다. 기능의 인지여부를 설문하여 인지현황을 알아보았다. 또한 아이콘 디자인 구성요소가 사용자의 인지도에 영향을 미치는지를 아이콘을 시각적으로 비교하여 인지도를 알아보았다. 비교분석 한 결과 구성요소에 따라 인지도는 큰 차이를 보였고 이를 좀더 객관화하기 위하여 구성요소를 설문한 결과 재입증되었다. 따라서 본 연구 결과를 요약할 때 메타포어 아이콘은 시각적으로 기능과 디자인 구성요소가 유사성을 가질때 인지도가 비례한다는 것이다. 사용자들의 인지도를 향상시키기 위해서는 기능을 구체화시키는 구성요소로 디자인하는 방안을 제시하고자 한다.

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실행코드 비교 감정에서 주변장치 분석의 유효성 (Study on the comparison result of Machine code Program)

  • 김도현;이규대
    • 한국소프트웨어감정평가학회 논문지
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    • 제16권1호
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    • pp.37-44
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    • 2020
  • 소프트웨어의 유사성 비교는 소스코드를 대상으로 한다. 소스코드는 프로그램 언어로 표현된 개발자의 지적 저작권으로 보호된다. 문서형식으로 작성된 프로그램 소스코드는 개발자의 전문지식과 아이디어가 포함된 내용을 포함하고 있다. 소프트웨어 저작권의 불법도용을 판단하기 위한 감정 작업은 원본과 비교본의 소스 코드를 대상으로 파일의 구성과 내용을 검증하는 방법으로 수행된다. 그러나 실제적으로 피고소인 측의 불성실한 목적물 제공으로 소스코드의 일대일 비교감정이 어려운 상황이 증가하고 있다. 이 경우 실행코드에 대한 비교감정이 수행되어야 하며, 역어셈블 방법, 역공학기법, 기능실행의 시퀀스 분석 등의 간접적인 방법이 적용된다. 본 논문에서는 소스코드제공이 어려운 상황에서 시스템과 실행코드 파일을 대상하는 하는 감정 사례를 통해 간접적인 비교결과의 유효성에 대해 분석하고, 감정결과에 활용하는 방안을 제시한다.

An Analysis on the Form and Decoration of Chinese Minority Women's Waistbands

  • Xu, Rui;Bae, Soojeong
    • 패션비즈니스
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    • 제20권3호
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    • pp.68-88
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    • 2016
  • The purpose of this research is to investigate the characteristics of Chinese minority women's waistbands, in view of their lifestyle, costume, and symbolism. The research method combined literature research and case study. In the case study, this research targeted the secondary data of a total of 215 pieces from books, articles and the internet. A total of 5 pieces per each representative women's waistband of 43 minorities, excluding those who did not wear a waistband, we collected. We then quantitatively analyzed the form and decoration of the waistbands. As a result of considering the form, the waistbands of Chinese minorities per region were closely related to the costumes, mainly showing high similarity in respect to color and decoration. Moreover, the decorations of the waistbands were most often made from their own area's special products, such as silver, bronze, cotton, and linen, amongst other. The form and decoration of the Chinese minority women's waistbands were all connected with functionality, aesthetic impression, and symbolism, which can be said to be an important part of understanding Chinese minority costume culture. This research contributes to the development and preservation of Chinese minorities' costume culture by considering and analyzing unique costume factors besides giving excellent fashion design ideas for contemporary fashion.

Analysis of Bloggers' Influence Style within Blog

  • Tan, Luke Kien-Weng;Na, Jin-Cheon
    • Journal of Information Science Theory and Practice
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    • 제1권2호
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    • pp.36-57
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    • 2013
  • Blogs are readily available sources of opinions and sentiments which allows bloggers to exert a certain level of influence over the blog readers. Previous studies had attempted to analyze blog features to detect influence within the blogosphere, but had not studied in details influence at the blogger-level. Other studies studied bloggers' personalities with regards to their propensity to blog, but did not relate the personalities of bloggers to influence. Bloggers may differ in their way or manner of exerting influence. For example, bloggers could be active participants or just passive shares, or whether they express ideas in a rational or subjective manner, or they are received positively or negatively by the readers. In this paper, we further analyze the engagement style (frequency, scope, originality, and consistency of the blog postings), persuasion style (appeals to reasons or emotions), and persona (degree of compliance) of individual bloggers. Methods used include similarity analysis to detect the sharing-creating aspect of engagement style, subjectivity analysis to measure persuasion style, and sentiment analysis to identify persona style. While previous studies analyzed influence at blog site level, our model is shown to provide a fine-grained influence analysis that could further differentiate the bloggers' influence style in a blog site.