• 제목/요약/키워드: contexts

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Improved Post-Filtering Method Using Context Compensation

  • Kim, Be-Deu-Ro;Lee, Jee-Hyong
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제16권2호
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    • pp.119-124
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    • 2016
  • According to the expansion of smartphone penetration and development of wearable device, personal context information can be easily collected. To use this information, the context aware recommender system has been actively studied. The key issue in this field is how to deal with the context information, as users are influenced by different contexts while rating items. But measuring the similarity among contexts is not a trivial task. To solve this problem, we propose context aware post-filtering to apply the context compensation. To be specific, we calculate the compensation for different context information by measuring their average. After reflecting the compensation of the rating data, the mechanism recommends the items to the user. Based on the item recommendation list, we recover the rating score considering the context information. To verify the effectiveness of the proposed method, we use the real movie rating dataset. Experimental evaluation shows that our proposed method outperforms several state-of-the-art approaches.

상황인식 정보 검색 기법을 이용한 하이브리드 협업 필터링 기법 (A Hybrid Collaborative Filtering Method using Context-aware Information Retrieval)

  • 김성림;권준희
    • 디지털산업정보학회논문지
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    • 제6권1호
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    • pp.143-149
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    • 2010
  • In ubiquitous environment, information retrieval using collaborative filtering is a popular technique for reducing information overload. Collaborative filtering systems can produce personal recommendations by computing the similarity between your preference and the one of other people. We integrate the collaboration filtering method and context-aware information retrieval method. The proposed method enables to find some relevant information to specific user's contexts. It aims to makes more effective information retrieval to the users. The proposed method is conceptually comprised of two main tasks. The first task is to tag context tags by automatic tagging technique. The second task is to recommend items for each user's contexts integrating collaborative filtering and information retrieval. We describe a new integration method algorithm and then present a u-commerce application prototype.

사회적 구성'의 수학교육적 의미에 관한 고찰 (A Study on the Meaning of 'Social Construction' in Mathematics Education)

  • 홍진곤
    • 한국수학교육학회지시리즈A:수학교육
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    • 제41권3호
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    • pp.329-339
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    • 2002
  • This study analyzes the epistemological meaning of‘social construction’in mathematical instruction. The perspective that consider the cognition of mathematical concept as a social construction is explained by a cyclic scheme of an academic context and a school context. Both of the contexts require a public procedure, social conversation. However, there is a considerable difference that in the academic context it is Lakatos' ‘logic of mathematical discovery’In the school context, it is Vygotsky's‘instructional and learning interaction’. In the situation of mathematics education, the‘society’which has an influence on learner's cognition does not only mean‘collective members’, but‘form of life’which is constituted by the activity with purposes, language, discourse, etc. Teachers have to play a central role that guide and coordinate the educational process involving interactions with learners in this context. We can get useful suggestions to mathematics education through this consideration of the social contexts and levels to form didactical situations of mathematics.

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수학교육의 의의 및 교육 방식에 관한 역사적 고찰 - 케임브리지대학과 UCL의 사례를 중심으로 - (Historical Study on the Values and Methods of Mathematics Education - On the Cases of Cambridge University and University College, London -)

  • 조수남
    • 한국수학교육학회지시리즈A:수학교육
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    • 제51권2호
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    • pp.115-129
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    • 2012
  • The values and methods of mathematics education which mathematics teachers tried to impart to their students have varied historically according to the situations of each institution. The cases of the mathematics education in Cambridge University and University College, London show that the peculiar meanings or values of mathematics education were transmitted on students and the methods or focus of the teaching were uniquely determined under the influences of university examinations or conditions of students. In specific, the characteristic education of Augustus De Morgan who studied in Cambridge University and then taught in University College, London reveals better the different institutional contexts. In this paper, I suggest mathematics teachers reconsider mathematics learning motivations on their institutional contexts.

피타고라스 정리에 대한 Euclid의 증명이 갖는 교육적 함의 (Pedagogical implication of Euclid's proof about Pythagorean theorem)

  • 박문환;홍진곤
    • 대한수학교육학회지:학교수학
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    • 제4권3호
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    • pp.347-360
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    • 2002
  • This study analyzed the mathematical and didactical contexts of the Euclid's proof about Pythagorean theorem and compared with the teaching methods about Pythagorean theorem in school mathematics. Euclid's proof about Pythagorean theorem which does not use the algebraic methods provide students with the spatial intuition and the geometric thinking in school mathematics. Furthermore, it relates to various mathematical concepts including the cosine rule, the rotation, and the transfor-mation which preserve the area, and so forth. Visual demonstrations can help students analyze and explain mathematical relationship. Compared with Euclid's proof, Algebraic proof about Pythagorean theorem is very simple and it supplies the typical example which can give the relationship between algebraic and geometric representation. However since it does not include various spatial contexts, it forbid many students to understand Pythagorean theorem intuitively. Since both approaches have positive and negative aspects, reciprocal complementary role is required in pedagogical aspects.

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에이전트의 주의발생과 그에 따른 컨텍스트의 변화 (Attention Occurrence of Agent and its Switching of Context)

  • 홍창섭;박종희
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2007년도 추계 종합학술대회 논문집
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    • pp.788-791
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    • 2007
  • 에이전트의 사리에 맞는 행동과 그에 따라 다양한 사건, 행위를 하기 위해 필요한 주의는 크게 인식, 성향, 욕구에 따라 발생할 수 있고 이 주의가 변화함으로써 컨텍스트의 변화가 생긴다. 본 논문에서는 주의의 처리 방법에 대한 알고리즘과 그에 따른 컨텍스트의 변화에 대한 처리방법의 알고리즘을 제시한다.

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Microfinance and Poverty Alleviation: An Empirical Reflection

  • Mago, Stephen
    • The Journal of Asian Finance, Economics and Business
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    • 제1권2호
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    • pp.5-13
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    • 2014
  • The purpose of this paper is to carry out an empirical analysis of the link that exists between microfinance and poverty alleviation. The analysis is driven by literature searches on empirical works done by different researchers in different contexts. Qualitative research methodology was adopted, following a desktop approach. An empirical literature review took a centre stage in this investigation. An analysis of empirical works shows that microfinance enhances poverty alleviation despite the challenges such as the Indian Andhra Pradesh crisis. The paper is limited to a review of empirical sources of literature. A field survey, supported by an econometric analysis would have helped to generate robust results. This paper attempts to bring together the empirical works that were done in different contexts to shed light on the important relationship between microfinance and poverty. Many research works on microfinance depend upon personal anecdotes, thus this present paper attempts to compile the scattered empirical findings on microfinance and poverty alleviation.

Meanings of Communicative Competence in Different Learning Contexts

  • Jung, Woo-Hyun
    • 영어어문교육
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    • 제16권4호
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    • pp.19-38
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    • 2010
  • This study surveyed L2 learners' needs for different components of communicative competence. It aimed to determine what abilities the learners strongly need to achieve communicative competence in different learning contexts. It also examined gender differences in the learners' need for phonological competence. A total of 359 students participated in this study, divided into three learner groups: high school, vocational college, and university students. The data were collected via a questionnaire, which was based on Bachman's (1990) framework of language competence. The study drew some important findings: (a) The vocational trainees expressed a stronger need for illocutionary competence than the high school students and for sociolinguistic competence than the high school and the university groups; (b) The high school and the university groups equated grammatical, textual, illocutionary, and strategic competences in their needs with lesser attention to sociolinguistic competence; (c) To the high school and the university groups, pragmatic competence was assessed higher than organizational competence; (d) Female students showed greater sensitivity to pronunciation ability than did male students. On the basis of these results, pedagogical implications are discussed, along with some helpful suggestions.

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Harmful Disinformation in Southeast Asia: "Negative Campaigning", "Information Operations" and "Racist Propaganda" - Three Forms of Manipulative Political Communication in Malaysia, Myanmar, and Thailand

  • Radue, Melanie
    • Journal of Contemporary Eastern Asia
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    • 제18권2호
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    • pp.68-89
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    • 2019
  • When comparing media freedom in Malaysia, Myanmar, and Thailand, so-called "fake news" appears as threats to a deliberative (online) public sphere in these three diverse contexts. However, "racist propaganda", "information operations" and "negative campaigning" might be more accurate terms that explain these forms of systematic manipulative political communication. The three cases show forms of disinformation in under-researched contexts and thereby expand the often Western focused discourses on hate speech and fake news. Additionally, the analysis shows that harmful disinformation disseminated online originates from differing contextual trajectories and is not an "online phenomenon". Drawing on an analysis of connotative context factors, this explorative comparative study enables an understanding of different forms of harmful disinformation in Malaysia, Myanmar, and Thailand. The connotative context factors were inductively inferred from 32 expert interviews providing explanations for the formation of political communication (control) mechanisms.

Inferences Frequently Used in Earth Science

  • Kim, Chan-Jong
    • 한국지구과학회지
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    • 제23권2호
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    • pp.188-193
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    • 2002
  • Various research methods have been used in science depending on the various contexts. This implies that certain methods or inferences may be more frequently used in earth science. The purpose of the study are to explore the contexts of earth science, and the inferences frequently used in earth science. The context earth science research is quite different from that of other areas of natural science in terms of its time scale, space scale, accessibility, complexity, and controllability. The purpose of earth science research is twofold: historical and causal. The inferences frequently used in earth science are abduction and prediction. Abductive inferences go from the resulting state to controlling state. Predictive inferences go from hypothesis to expected data.