• Title/Summary/Keyword: importance ranking

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Research on the Destination Selection Attributes among Japanese Tourists using IPA (일본관광객의 한국관광지 선택속성의 중요도-성취도 분석)

  • Lee, Jae-Kon;Ko, Seon-Hee
    • The Journal of the Korea Contents Association
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    • v.10 no.9
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    • pp.338-347
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    • 2010
  • This research aims to provide fundamental data for tourism policy to attract Japanese tourists to Korea. Using Japanese tourists, this study estimated how much they thought destination selection attributes are important and how much these attributes were performed. Also, this study analyzed the ranking among each selection attributes using paired sample T-test. The results show "concentrate here" part is cleanliness and hygiene, employee's service, convenience of transport and scenery. This means that these attributes are very important but they indicate low performance. Concentration among tourism managers should be focused along these attributes.

An Evaluation Model of the Aviation Industry Development Strategies in Korea using Cross-impact Hierarchy Process (상호영향계층분석기법(Cross-impact Hierarchy Process)를 이용한 항공 산업 발전전략 평가체계 개발)

  • Kim, Seon-Tae;Song, Ki-Han
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.19 no.4
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    • pp.74-82
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    • 2011
  • In order to enhance the aviation industry in Korea, many strategies have been published by some researchers as well as the government. However, considering the constrained conditions in real, since the ranking of their importance has not determined yet, they are difficult to be implemented by decision makers. Therefore, in terms of their demand for deciding the significance of strategies, the evaluation model of this paper was developed. In this study, the Cross-impact Hierarchy Process(CHP), an linked model of both the Analytic Hierarchy Process(AHP) and Cross Impact Analysis(CIA), was selected as the best model. That is because the strategies are not independent from each other, and one strategy can affect the others depending on its realization, which can be considered in CHP. To achieve our objective, at first, the strategies were categorized and arranged according to the evaluation structure. Secondly, the parameters such as conditional probability and weights were estimated from the survey conducted by 16 experts in the aviation field. Lastly, the result of the assessment were discussed, and further studies were suggested.

An Effective Preference Model to Improve Top-N Recommendation (상위 N개 항목의 추천 정확도 향상을 위한 효과적인 선호도 표현방법)

  • Lee, Jaewoong;Lee, Jongwuk
    • Journal of KIISE
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    • v.44 no.6
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    • pp.621-627
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    • 2017
  • Collaborative filtering is a technique that effectively recommends unrated items for users. Collaborative filtering is based on the similarity of the items evaluated by users. The existing top-N recommendation methods are based on pair-wise and list-wise preference models. However, these methods do not effectively represent the relative preference of items that are evaluated by users, and can not reflect the importance of each item. In this paper, we propose a new method to represent user's latent preference by combining an existing preference model and the notion of inverse user frequency. The proposed method improves the accuracy of existing methods by up to two times.

A Study on the Expansional Aspects and Supporting Schemes of Scenario (시나리오의 확장 양상과 지원 방안에 관한 연구)

  • Lee Chang-Jo;Kim Yong-Do
    • Journal of Game and Entertainment
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    • v.2 no.1
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    • pp.56-63
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    • 2006
  • It is handled here in this paper, the orality and literacy of scenario, as a basic study for the expansional aspects of scenario at first. And next, it is grasped the specialness and potential energy of scenario checking various matter of Gutenberg Galaxy provided as a literal civilization. Further, basing on the former, various peculiarities of scenario have been linked to the digital storytelling of the internet basic and image writing of visual culture, and the various supporting schemes for new scenario format and creative circumstances in order to build the importance and the ranking of scenario have been presented in the era of the digital image contents. After all, the intention of this study particularly is to lay great emphasis on the supporting schemes and Scenario Galaxy such as a specialized graduate school and national story & scenario agency from a national point of view.

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The Effects of Corporate Social Responsibility on Job Performance: Moderating Effects of Authentic Leadership and Meaningfulness of Work

  • Yang, Hoe-Chang;Kim, Young-Ei
    • The Journal of Asian Finance, Economics and Business
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    • v.5 no.3
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    • pp.121-132
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    • 2018
  • The study aims to investigate methods for companies to contribute to not only social and national developments, but also on the promotion of individuals and companies by re-examining the various phenomena that define companies. The study examines the relationship between subordinate factors of social responsibility activities and job performances as well as the role of CEOs in showing authentic leadership and meaningfulness of work. A total of 312 valid questionnaires were obtained, and hypotheses were tested using regression analysis, hierarchical regression analysis, and 3-way interactions. The results suggest that corporate social responsibility activities not only enhanced the performance of the members, but also confirmed the importance of the authentic leadership of the CEO. Additionally, the role of the members in the company also showed to play a very significant role in a company's developments. The results also show that the CEO and members need to make efforts to increase ethics as well as gain more competitiveness and improve their reputation by promoting their sense of calling and feeling of compassion in the workplace. In other words, the members of the high-ranking book and the members of the relatively low position will have different degrees of information transfer and evaluation of the company policy may be different.

The Characteristics of Mode Choice Model by Stated Preference Data (선호의식데이타에 의한 교통수단선택 모델의 특성)

  • 이진우
    • Journal of Korean Society of Transportation
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    • v.13 no.4
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    • pp.31-45
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    • 1995
  • In recent year, especially in the mode choice analysis, it has been perceived that the importance of individual performance data using stated preference(SP) experiments as well as revealed preference data . Since SP experiments present respondent with various hypothetical alternatives, which are produced by a combination of a number of different attribute levels, and ask them to indicate a preference, it is possible to analyze travel behavior under a situation of potential environment change such as proposed alternative mode of transportation. The basic problems, however, remains that SP are not consistent with the actual travel behaviors and the research reports for stability of mode choice model using SP data has not been sufficient. Under this background, this study is to examine the characteristics of mode choice model using the SP data by the following items. $\circled1$ Analysis of factors affecting the mode choice behavior by the variance analysis of orthogonal-arrays-table $\circled2$ The reliability of SP data by transfer intention data $\circled3$ The stability of SP responses obtained from repetitive question by the comparison of model coefficient specified by each repetitive data. $\circled4$ The stability of ranking data in mode choice model For the analysis, we assumed subway operations in the Gwang-Ju , and set up a choice-set of hypothetical options based on Experimental Design Method.

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A Study on Improving the Effectiveness of Information Retrieval Through P-norm, RF, LCAF

  • Kim, Young-cheon;Lee, Sung-joo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.2 no.1
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    • pp.9-14
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    • 2002
  • Boolean retrieval is simple and elegant. However, since there is no provision for term weighting, no ranking of the answer set is generated. As a result, the size of the output might be too large or too small. Relevance feedback is the most popular query reformulation strategy. in a relevance feedback cycle, the user is presented with a list of the retrieved documents and, after examining them, marks those which are relevant. In practice, only the top 10(or 20) ranked documents need to be examined. The main idea consists of selecting important terms, or expressions, attached to the documents that have been identified as relevant by the user, and of enhancing the importance of these terms in a new query formulation. The expected effect is that the new query will be moved towards the relevant documents and away from the non-relevant ones. Local analysis techniques are interesting because they take advantage of the local context provided with the query. In this regard, they seem more appropriate than global analysis techniques. In a local strategy, the documents retrieved for a given query q are examined at query time to determine terms for query expansion. This is similar to a relevance feedback cycle but might be done without assistance from the user.

A Comparative Study of WWW Search Engine Performance (WWW 탐색도구의 색인 및 탐색 기능 평가에 관한 연구)

  • Chung Young-Mee;Kim Seong-Eun
    • Journal of the Korean Society for Library and Information Science
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    • v.31 no.1
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    • pp.153-184
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    • 1997
  • The importance of WWW search services is increasing as Internet information resources explode. An evaluation of current 9 search services was first conducted by comparing descriptively the features concerning indexing, searching, and ranking of search results. Secondly, a couple of search queries were used to evaluate search performance of those services by the measures of retrieval effectiveness. the degree of overlap in searching sites, and the degree of similarity between services. In this experiment, Alta Vista, HotBot and Open Text Index showed better results for the retrieval effectiveness. The level of similarity among the 9 search services was extremely low.

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Comparative Analysis on the STS Contents of the 6th and 7th primary Science Curriculum (제6차 및 제7차 초등학교 과학과 교육과정에서의 STS 내용 비교)

  • Kwon, Chi-Soon
    • Journal of the Korean Society of Earth Science Education
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    • v.3 no.1
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    • pp.9-17
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    • 2010
  • This study was carried out to examine the tendency about the relative importance of STS education of the 6th and 7th primary science curriculum. The results of the research are as follows. Primary science textbooks in the 6th curriculum, average 13.3% of the total pages was assigned to STS contents but it is increased to 24.2% in the science textbooks of the 7th curriculum. STS constituents of the 6th primary science textbooks come out orderly applications of scientific knowledge(47.1%), relevance of a community(40%), social problems and issues(11.8%). Of the 7th science textbooks, the contents about applications of scientific knowledge amount to 67.1% of the total STS constituent and relevance of a community(32.2%) rank behind it. The contents of other components are not enough. The 6th science textbooks contents about the effect of technological development amount to 35.3% of the total STS subject area, and environmental quality(20.0%), natural resource(15.2%), energy(11.8%), sociology of science(11.8%) ranks behind it. In the 7th science textbooks ranking is the effect of technological development(42.3%), natural resource(17.3%), energy(12.5%), sociology of science(12.5%), environmental quality(20.0%). There are few contents about population, human engineering and space research and national defense in the science textbooks.

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An Innovative Approach of Bangla Text Summarization by Introducing Pronoun Replacement and Improved Sentence Ranking

  • Haque, Md. Majharul;Pervin, Suraiya;Begum, Zerina
    • Journal of Information Processing Systems
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    • v.13 no.4
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    • pp.752-777
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    • 2017
  • This paper proposes an automatic method to summarize Bangla news document. In the proposed approach, pronoun replacement is accomplished for the first time to minimize the dangling pronoun from summary. After replacing pronoun, sentences are ranked using term frequency, sentence frequency, numerical figures and title words. If two sentences have at least 60% cosine similarity, the frequency of the larger sentence is increased, and the smaller sentence is removed to eliminate redundancy. Moreover, the first sentence is included in summary always if it contains any title word. In Bangla text, numerical figures can be presented both in words and digits with a variety of forms. All these forms are identified to assess the importance of sentences. We have used the rule-based system in this approach with hidden Markov model and Markov chain model. To explore the rules, we have analyzed 3,000 Bangla news documents and studied some Bangla grammar books. A series of experiments are performed on 200 Bangla news documents and 600 summaries (3 summaries are for each document). The evaluation results demonstrate the effectiveness of the proposed technique over the four latest methods.