• 제목/요약/키워드: PersonalRank

검색결과 68건 처리시간 0.027초

개인화된 웹 검색 순위 생성 (Customized Web Search Rank Provision)

  • 강영기;배준수
    • 대한산업공학회지
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    • 제39권2호
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    • pp.119-128
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    • 2013
  • Most internet users utilize internet portal search engines, such as Naver, Daum and Google nowadays. But since the results of internet portal search engines are based on universal criteria (e.g. search frequency by region or country), they do not consider personal interests. Namely, current search engines do not provide exact search results for homonym or polysemy because they try to serve universal users. In order to solve this problem, this research determines keyword importance and weight value for each individual search characteristics by collecting and analyzing customized keyword at external database. The customized keyword weight values are integrated with search engine results (e.g. PageRank), and the search ranks are rearranged. Using 50 web pages of Goolge search results for experiment and 6 web pages for customized keyword collection, the new customized search results are proved to be 90% match. Our personalization approach is not the way that users enter preference directly, but the way that system automatically collects and analyzes personal information and then reflects them for customized search results.

A Multi-Agent MicroBlog Behavior based User Preference Profile Construction Approach

  • Kim, Jee-Hyun;Cho, Young-Im
    • 한국컴퓨터정보학회논문지
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    • 제20권1호
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    • pp.29-37
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    • 2015
  • Nowadays, the user-centric application based web 2.0 has replaced the web 1.0. The users gain and provide information by interactive network applications. As a result, traditional approaches that only extract and analyze users' local document operating behavior and network browsing behavior to build the users' preference profile cannot fully reflect their interests. Therefore this paper proposed a preference analysis and indicating approach based on the users' communication information from MicroBlog, such as reading, forwarding and @ behavior, and using the improved PersonalRank method to analyze the importance of a user to other users in the network and based on the users' communication behavior to update the weight of the items in the user preference. Simulation result shows that our proposed method outperforms the ontology model, TREC model, and the category model in terms of 11SPR value.

사고대비물질 개인보호구 선정에 관한 연구(1): 물질유해성 및 작업위해성 분석 (A Study on Selecting Personal Protective Equipment for Listed Hazardous Chemicals (1): Analysis of Hazard Ranks and Workplace Exposure Risks)

  • 한돈희;정상태;김종일;조용성;이청수
    • 한국환경보건학회지
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    • 제42권6호
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    • pp.419-429
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    • 2016
  • Objectives: According to the new Chemical Control Act from the Korean Ministry of Environment (2014-259), workers handling hazardous chemicals should wear personal protective equipment (PPE). However the act simply states in basic phrases that every worker handling one or more of the 69 listed chemicals should wear PPE and does not consider the unique hazard characteristics of chemicals and work types. The main purpose of this study is to provide basic data to revise the act to suit particular work processes and situations. Methods: The hazard rank of the substances was classified based on hazardous characteristics such as LC50 and vapor pressure using matrix analysis. The workplace exposure risk of the substances was also determined through a matrix analysis based on the previously determined hazard ranks and the demands of manual handling together with the likelihood of accident frequency of the operation combined with the exposure of workers during spill accidents. Results: To meet the demands for developing subsequent guidelines for the risk-based application of PPE in hazardous workplaces, this study sorted the 69 listed chemicals into five hazardous categories based on their LC50 and vapor pressures, and also assigned exposure categories according to exposure vulnerability for various types of work which are frequently performed throughout the life cycle of the chemicals. Conclusion: In the next study, an exposure risk matrix will be produced using the hazard rank of chemicals and workplace exposure risk, and then PPE will be selected to suit the categories of the exposure risk matrix.

개인화 정보 검색에 대한 연구 (A Study of Personalized Information Retrieval)

  • 김태환;전호철;최중민
    • 한국HCI학회:학술대회논문집
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    • 한국HCI학회 2008년도 학술대회 1부
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    • pp.683-687
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    • 2008
  • 사람들은 월드 와이드 웹(World Wide Web)상에서 사용자가 원하는 정보를 검색하는 여러 알고리즘들을 구현해 왔다. 이렇게 구현된 검색 알고리즘 중 가장 좋은 기술을 가지고 있는 곳은 페이지랭크(PageRank)방식의 구글이다. 하지만 페이지랭크 방식, 즉 외부에서 강조하는 링크가 많은 문서로 검색하여 가장 많은 링크를 가기고 있는 문서를 상위에 보여주는 방식으론 사용자가 원하는 문서를 찾기 힘들다. 개인에게 가치가 있는 문서를 찾기보다 대중에게 가치가 있는 문서를 찾기 때문이다. 이러한 문제를 해결하기 위하여 본 논문에서는 대중적 가치와 개인적 가치를 혼합한 개인화 검색 엔진을 제안한다.

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乳兒服 구매행동에 영향을 미치는 外的變數에 관한 연구 (The Study on the Influence of Factors on Clothing Purchase Behavior of Baby′s Wear)

  • 서미아;유성순
    • 복식문화연구
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    • 제3권1호
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    • pp.65-82
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    • 1995
  • The purpose of this research is to grasp the factors behind a mother's behavior in purchasing baby's clothes and to investigate how her purchasing behavior is affected by the baby's age, sex, rank, her age, her educational background, her place of residence, her occupation, the number of children's and family's monthly income. for this purpose, questionnaires were used and personal interviews with 481 mothers who bring up from newborns to two-year-old babies in Seoul ere conducted. Through this research, some facts have been found as follows. 1. Mother's behavior in purchasing baby's clothes are affected by baby's variables such as the baby's age, sex and rank, particularly it is much affected by baby's rank. 2. Mother's behavior in purchasing baby's cloths are affected by mother's variables such as the mother's age, educational background, place of residence, occupation, the number of children's and family's monthly income. Particularly it is much affected by mother's educational background and family's monthly income.

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Can Managerial Military Experience Affect Corporate Innovation? : Evidence from an Emerging Market

  • Lang, Xiangxiang;You, Dandan;Cui, Li;Peng, Zhe
    • Journal of East Asia Management
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    • 제1권1호
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    • pp.1-27
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    • 2020
  • Military experience has a great impact on a soldier ability to handle risks. Therefore, when those soldiers become managers, they may behave differently in making risky corporate decisions, especially in activities like the R&D investment. However, studies on how military experience affect R&D have been largely missing in the largest emerging economy, i.e. China, despite that the country hires a higher percentage of military managers than the US. In addition, it remains a question whether military managers affect the state-owned enterprises (SOEs) in China, as many of the corporate decisions are made by the government. This paper tries to address these questions. The imprinting theory and the upper echelon theory suggest that managers' personal experience can affect their behaviour, which in turn influences their corporate decisions. In this paper, we examine whether managers with military experience lead to higher R&D investment and whether such an effect exists in state-owned enterprises. Based on a sample of listed firms in China's A-share market over 2008-2017, we make two findings. First, companies with military managers have high R&D investment. By dividing managers' military positions into high and low rank, we find that companies tend to have higher (lower) R&D investment if their managers hold a high-rank (low-rank) position. Second, the effect of high-rank military managers on R&D investment is more pronounced if the manager is also the founder and the company is a non-state-owned enterprise. For low-ranking military managers, a stronger effect on R&D investment is also observed if they are also the founder, but whether their companies are state-owned or not has no impact on R&D investment. This study identifies managers' military experience as a contributing factors to corporate R&D investment in the largest emerging economy. This paper tests an implication of the imprinting theory and the upper echelon theory, i.e., managers' personal experience can affect their behaviour, which in turn influences their corporate decisions. Specifically, we focus on one aspect of personal experience - military experience - and look at whether it is beneficial to firms' technological innovation, therefore enriches the literature of managerial heterogeneity. Our findings on the influence of managers' military experience on firms' technological innovation can help us better understand the role of managers play in corporate decision making, and how managers' individual traits interact with the firm's characteristics.

Automatic and objective gradation of 114 183 terrorist attacks using a machine learning approach

  • Chi, Wanle;Du, Yihong
    • ETRI Journal
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    • 제43권4호
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    • pp.694-701
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    • 2021
  • Catastrophic events cause casualties, damage property, and lead to huge social impacts. To build common standards and facilitate international communications regarding disasters, the relevant authorities in social management rank them in subjectively imposed terms such as direct economic losses and loss of life. Terrorist attacks involving uncertain human factors, which are roughly graded based on the rule of property damage, are even more difficult to interpret and assess. In this paper, we collected 114 183 open-source records of terrorist attacks and used a machine learning method to grade them synthetically in an automatic and objective way. No subjective claims or personal preferences were involved in the grading, and each derived common factor contains the comprehensive and rich information of many variables. Our work presents a new automatic ranking approach and is suitable for a broad range of gradation problems. Furthermore, we can use this model to grade all such attacks globally and visualize them to provide new insights.

보건소 치과위생사의 스트레스에 영향을 미치는 요인 (Factors Affecting Dental Hygienists's Stress at Public Health Center in Chonbuk Province)

  • 남용옥;나윤숙
    • 보건교육건강증진학회지
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    • 제17권2호
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    • pp.125-149
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    • 2000
  • The purpose of this study was practiced to investigate factors affecting dental hygienists's stress. The results executed by percentage and Likert scale (on a scale of 5) producing a mean standard deviation, T-test, one way ANOV A and person correlation coefficient using SPSS according to purpose of study. The results of study were as follows: 1. Mean point of stress from administration system dental hygienists's was 3.49 2. The dental hygienists's job place was significantly related to stress from duty volume (p=0.000), stress from personal relation(p=0.028) and stress from atmosphere of job(p=0.000). 3. The dental hygienists's career was significantly related to stress from safe job. 4. The dental hygienists's grade in rank was significantly related to stress from pride & self-conceit. 5. The number of colleague worked public health center was significantly related to stress from duty volume. 6. There is a significant relationship between stress from duty volume and stress from conflict of job(p〈0.01, r=0.280). There is a significant relationship between stress from dissatisfaction and stress from personal relationship(p〈0.001, r=0.396). There is a significant relationship between stress from pride & self-conceit and stress from personal relationship(p〈0.001, r=0.423). There is a significant relationship between stress from personal relationship and stress from atmosphere of job(p〈0.001, r=0.662).

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보건간호사의 사기진작(士氣振作)에 관한 연구 (A Study on the Improvement of Nurses' Morale)

  • 권동연
    • 한국보건간호학회지
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    • 제15권2호
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    • pp.225-238
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    • 2001
  • The purpose of this study is to examine public health nurses for their morale, test the effect of each factor on the morale, determine the variables affecting the morale, and thereby, provide for some basic data useful to the development of personnel affair administration for nurses. The survey on the nurses for public health centers was conducted for 10 days from April 23 to May 2, 2001; 96 nurses from Pusan, 101 from Kyonggi-do and 108 from Kangwon-do. The results of the study are as follows; 1. For the demographic variables, those aged between 31 and 39 accounted for the majority $(50.2\%)$ of the sample. $90.8\%$ was married, and $67.9\%$ of the sample graduated from junior colleges. $29.6\%$ of them had worked for 10-14 years and $62.5\%$ was of the seventh rank. $62.3\%$ of the nurses was recruited, and $59.4\%$ had chosen the public job for its guaranteed status. Half the nurses were working for the county population of which was more than 260 thousands, and $53\%$ of the nurses was serving the public health centers with 11-15 members. $47.3\%$ of them perceived that their living standard is middle or lower. 2. The degree of the moral was found as mean score. 2.65, which is interpreted as low. It has 11 factors. The rank of mean score of the factors is job satisfaction (3.36), sense of belonging (3.36), sense of recognition (3.30), stress due to supervision (3.13), degree of participation (3.05) and self-achievement (3.04), while those scoring lower points were assurance of status (2.58), pay level (2.53), working conditions (2.35) and promotion opportunity (2.31). 3. The degree of moral depending on the demographic variables was significantly affected by such variables as age. academic background, career, rank, employment method, motive for the job, size of the population served and living standards. 4. The result of the Stepwise multiple regression analysis for the morale factors, it was found that self-achievement accounted for $61\%$ of the total variance of the degree of morale, followed by stable status $(18\%)$, working conditions $(8\%)$, job requirements $(4\%)$ and promotion opportunities $(2\%)$; these five factors explained about $94.6\%$ of total variance of the degree of nurses' morale. On the other hand. age $(8\%)$ and academic background $(2\%)$ accounted for $10\%$ of the total variance of the degree of morale. 5. The factors affecting nurses' job life was economic need $(26.7\%)$, personnel management $(17.5\%)$, sense of recognition $(13.2\%)$, human relationship $(11.0\%)$, stable status and personal development in rank. On the other hand, the factors influencing on their possible resignation were children's bringing-up $(27.8\%)$, poor personnel management and promotion $(13.3\%)$, workload $(11.1\%)$ and little personal development $(8.9\%)$, Since such morale factors as promotion opportunity, working condition. pay level and stable status scored lower, it is required to reconsider those factors to improve nurses' morale.

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조직문화와 이직 관계에 대한 실증적 고찰: 개인특성의 조절효과를 중심으로 (Organizational Culture and Turnover: Focusing on Moderating Effects of Personal factors)

  • 안관영
    • 산업경영시스템학회지
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    • 제20권44호
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    • pp.343-356
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    • 1997
  • Many empiric research findings have supported that the characteristics and strength of Organization Culture(OC) is closely related with organizational performance(absenteeism, job satisfaction, cohesiveness and turnover etc.). The first purpose of this study is to review the relationship between OC and turnover as a performance factor, and the second and primary purpose is to test the moderating effects of personal factors(sex, educational career, rank, occupation, marital status, job switching, age, company tenure and job tenure) between OC and turnover. For the analytical purpose of this article, OC type is categorized as Maintainable Culture(MC), Affiliation Culture(AC), Progressive Culture(PC) and Rational Culture(RC) based on Quinn(1985). The empirical results are as followings: Moderating effects are found in sex(with MC and RC), educational career(with MC, PC and RC), job switching(with MC and RC).

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