• Title/Summary/Keyword: Keyword Evaluation

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Natural Language based Video Retrieval System with Event Analysis of Multi-camera Image Sequence in Office Environment (사무실 환경 내 다중카메라 영상의 이벤트분석을 통한 자연어 기반 동영상 검색시스템)

  • Lim, Soo-Jung;Hong, Jin-Hyuk;Cho, Sung-Bae
    • 한국HCI학회:학술대회논문집
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    • 2008.02a
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    • pp.384-389
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    • 2008
  • Recently, the necessity of systems which effectively store and retrieve video data has increased. Conventional video retrieval systems retrieve data using menus or text based keywords. Due to the lack of information, many video clips are simultaneously searched, and the user must have a certain level of knowledge to utilize the system. In this paper, we suggest a natural language based conversational video retrieval system that reflects users' intentions and includes more information than keyword based queries. This system can also retrieve from events or people to their movements. First, an event database is constructed based on meta-data which are generated by domain analysis for collected video in an office environment. Then, a script database is also constructed based on the query pre-processing and analysis. From that, a method to retrieve a video through a matching technique between natural language queries and answers is suggested and validated through performance and process evaluation for 10 users The natural language based retrieval system has shown its better efficiency in performance and user satisfaction than the menu based retrieval system.

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Electroencephalography for Occupational Therapy for Stroke Patients: A Literature Review (뇌졸중 환자의 작업치료 중재 결과를 측정하기 위해 사용된 뇌전도(Electroencephalography)에 대한 문헌 고찰)

  • Kwak, Ho-Soung;Park, Ji-Hyuk
    • Therapeutic Science for Rehabilitation
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    • v.7 no.2
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    • pp.9-16
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    • 2018
  • Objective : The aim of this research was to provide EEG (electroencephalogram) basic data in clinical areas through identifying measurement tools, measurement methods, and evaluation and analysis method of the EEG which is a neurological change measurement of patients with brain injury. Methods : Previous studies were found in an electronic database (e.g., PubMed, Science Direct). The keyword search terms were 'Electroencephalography', 'stroke', 'intervention OR training'. Results : Utilitizing brain-computer interface, the EEG, which is a tool for measuring the effects of rehabilitation through changes of brain activation state. Also, it could identify functional brain reorganization mechanism. Whenever a research utilized the EEG, which is composed of various channels, different types of electrode, and varied electrode locations. Conclusions : Through this review, we found that Electroencephalography is possible to neurologically verify the effectiveness of intervention and formulate an intervention strategy for efficient occupational therapy.

Query Expansion based on Word Sense Community (유사 단어 커뮤니티 기반의 질의 확장)

  • Kwak, Chang-Uk;Yoon, Hee-Geun;Park, Seong-Bae
    • Journal of KIISE
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    • v.41 no.12
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    • pp.1058-1065
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    • 2014
  • In order to assist user's who are in the process of executing a search, a query expansion method suggests keywords that are related to an input query. Recently, several studies have suggested keywords that are identified by finding domains using a clustering method over the documents that are retrieved. However, the clustering method is not relevant when presenting various domains because the number of clusters should be fixed. This paper proposes a method that suggests keywords by finding various domains related to the input queries by using a community detection algorithm. The proposed method extracts words from the top-30 documents of those that are retrieved and builds communities according to the word graph. Then, keywords representing each community are derived, and the represented keywords are used for the query expansion method. In order to evaluate the proposed method, we compared our results to those of two baseline searches performed by the Google search engine and keyword recommendation using TF-IDF in the search results. The results of the evaluation indicate that the proposed method outperforms the baseline with respect to diversity.

Evaluation of the Discordance between Sentence Polarities and Keyword Polarities by Using MUSE Sentiment-Annotated Corpora (MUSE 감성주석코퍼스를 활용한 문장 극성과 키워드 극성간의 불일치 현상에 대한 분석)

  • Cho, Donghee;Shin, Donghyok;Joo, Heejin;Chae, Byoungyeol;Cao, Wenkai;Nam, Jeesun
    • 한국어정보학회:학술대회논문집
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    • 2016.10a
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    • pp.195-200
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    • 2016
  • 본 연구는 MUSE 감성 코퍼스를 활용하여 문장의 극성과 키워드의 극성이 얼마만큼 일치하고 일치하지 않은지를 분석함으로써 특히 문장의 극성과 키워드의 극성이 불일치하는 유형에 대한 연구의 필요성을 역설하고자 한다. 본 연구를 위하여 DICORA에서 구축한 MUSE 감성주석코퍼스 가운데 IT 리뷰글 도메인으로부터 긍정 1,257문장, 부정 1,935문장을, 맛집 리뷰글 도메인으로부터는 긍정 2,418문장, 부정 432문장을 추출하였다. UNITEX를 이용하여 LGG를 구축한 후 이를 위의 코퍼스에 적용하여 나타난 양상을 살펴본 결과, 긍 부정 문장에서 반대 극성의 키워드가 실현된 경우는 두 도메인에서 약 4~16%의 비율로 나타났으며, 단일 키워드가 아닌 구나 문장 차원으로 극성이 표현된 경우는 두 도메인에서 약 25~40%의 비교적 높은 비율로 나타났음을 확인하였다. 이를 통해 키워드의 극성에 의존하기 보다는 문장과 키워드의 극성이 일치하지 않는 경우들, 가령 문장 전체의 극성을 전환시키는 극성전환장치(PSD)가 실현된 유형이나 문장 내 극성 어휘가 존재하지 않지만 구 또는 문장 차원의 극성이 표현되는 유형들에 대한 유의미한 연구가 수행되어야 비로소 신뢰할만한 오피니언 자동 분류 시스템의 구현이 가능하다는 것을 알 수 있다.

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Reviewer Recommendation Algorithms in Journal Manuscript Submission and Review Systems (저널 논문 투고 및 심사 시스템에서 심사위원 추천 알고리즘)

  • Jeong, Yong-Jin;Kim, Kyoung-Han;Lim, Hyun-Kyo;Kim, Yong-Hwan;Han, Youn-Hee
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.8
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    • pp.321-330
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    • 2015
  • In journal manuscript submission and review systems, authors can submit their manuscript at any time and editorial members are struggling to find proper reviewers for the submitted manuscripts and assign them to such reviewers. In order to solve this problem, we propose a greedy algorithm and a genetic algorithm to recommend proper reviewers for the submitted manuscripts. The proposed algorithms evaluate reviewers' speciality for the submitted manuscripts by using the submitted manuscripts' keywords and the reviewers expertises. In addition to that, they take the fairness among the reviewers' speciality and the review frequency for consideration. To verify the proposed algorithms, we apply them to the JIPS manuscript submission and review system that the Korea Information Processing Society has operated, and present the results in this paper. By performing the performance evaluation of the proposed algorithms, we finally show that the genetic algorithm outperforms the greedy algorithm in terms of the recommended reviewers' fitness.

Green Chemistry at the present in Korea

  • Lee, Seung-Kyu;Park, Hyeon-Soo
    • Environmental Analysis Health and Toxicology
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    • v.30 no.sup
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    • pp.1.1-1.5
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    • 2015
  • Objectives Despite the great contribution made by chemical substances to the development of modern civilization, their indiscriminate use has caused various kinds of damage to the global environment and human beings. Accordingly, the major developed countries and international society have tried to ensure the safe use of chemicals and a reduction in the use of hazardous chemicals through the establishment of the United Nations Environment Programme and various international agreements. In this reason, we tried to introduce about Green Chemistry progress at the present in worldwide and Korea. Methods We checked and analyzed relative journals, reports using keyword as like Green Chemistry, alternative chemicals, eco-friendly etc. and major country's government homepage search. Results Green Chemistry theory, which argues for the reduction or removal of harmfulness in chemicals throughout their entire life-cycle, has been spreading, and major developed countries, such as the US and Denmark, have developed and operate programs to provide reliable chemical information to help replace hazardous chemicals. Korea has also been conducting studies as like eco-innovation project. Through this project the "Alternative Chemical Search program," has been developed, distributed, and operated since 2011 to provide reliable information to small and medium-sized businesses that have difficulties collecting information to ensure conformity to international regulations. The program provides information that includes the regulations of major countries and Korea, information on 340 alternative chemicals, 70 application cases, and 1:1 consulting. Conclusions The Alternative Chemical Search program is expected to contribute to the establishment of response systems for regulation of Korean small and medium-sized businesses, and it also will be used to provide basic data for Korean hazardous chemical regulation, together with the Act on the Registration and Evaluation, etc. of Chemical Substances and the Chemical Control act, making it possible to establish an infrastructure for Green Chemistry in Korea and to increase national competitiveness.

Analysis of Published Papers by Keywords and Research Methods in the Korean Journal of Women Health Nursing (2007~2009) (여성건강간호학회지의 최근 3년간의 논문분석(2007~2009년))

  • Kim, Jeung-Im;Lee, Eun-Hee;Kang, Hee-Sun;Oh, Hyun-Ei;Lee, Eun-Joo;Jun, Eun-Mi;Cheon, Suk-Hee
    • Women's Health Nursing
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    • v.16 no.3
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    • pp.307-316
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    • 2010
  • Purpose: This study s aim was to analyze literature using the identified key words of published literature within the Korean Journal of Womens Health Nursing from 2007~2009. The study explored the major subjects and research methodology used and evaluated the quality of this Journal articles. Methods: Survey design using a structured analysis format was used for consistent evaluation of research subjects, type of research, research methodology, data analysis, along with comparing intervention research, theoretical framework, ethical consideration, and the implications. The frequency of the use of each keyword was classified by 8 domains. Results: Ninety eight papers were analyzed altogether. Most of the subjects in these papers were women with 86.7% being quantitative research. In these studies, 76.5% used convenience sampling; 70.6% used a survey design whereas 23.5% used experimental design. Health related concepts (n=159) was mentioned the most among the 8 domains. The key words frequently used were women, depression, knowledge, quality of life, attitude, elderly, anxiety and stress in descending order. Conclusion: It can be concluded that most papers in this Journal during this time period addressed recent women's health issues. Also it showed this Journal and its literature has reached the indexing for Medline.

A Keyword-based Filtering Technique of Document-centric XML using NFA Representation (NFA 표현을 사용한 문서-중심적 XML의 키워드 기반 필터링 기법)

  • Lee, Kyoung-Han;Park, Seog
    • Journal of KIISE:Databases
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    • v.33 no.5
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    • pp.437-452
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    • 2006
  • In this paper, we propose an extended XPath specification which includes a special matching character '%' used in the LIKE operation of SQL in order to solve the difficulty of writing some queries to filter element contents well, using the previous XPath specification. We also present a novel technique for filtering a collection of document-centric XMLs, called Pfilter, which is able to exploit the extended XPath specification. Owing to sharing the common prefix characters of the operands in value-based predicates, the Pfilter improves the performance in processing those. We show several performance studies, comparing Pfilter with Yfilter in respect to efficiency and scalability as using multi-query processing time (MQPT), and reporting the results with respect to inserting, deleting, and processing of value-based predicates. In conclusion, our approach provides a core algorithm for evaluating the contains() function of XPath queries in previous XML filtering researches, and a foundation for building XML-based distributed information systems.

A Study on Collective Lifestyle by Analyzing Case of Sharing Economy Service -Focusing on Co-working & Co-living Space- (공유경제 서비스 사례분석을 통한 협력적 라이프스타일 연구 -코워킹과 코리빙 스페이스를 중심으로-)

  • An, Hyo-Jin;Kim, Seung-In
    • Journal of Digital Convergence
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    • v.15 no.10
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    • pp.405-410
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    • 2017
  • The purpose of this study is to suggest the guideline by analysing and categorizing the case of sharing economy service especially the co-working and co-living space based on Europe. I did some literature research followed with evaluation of theoretical backgrounds, present conditions. Also, Some case research based on the keyword of 4th industrial revolution and the space categorized by their characteristics. The result indicate that co-working and co-living space's features correlated with their characteristics of the location and birth of digital nomad life. Each space has their flat-form community for the needs of closer cooperation between the user and user in common. I expect this study will become a good resource for upgrading domestic co-working and co-living space and also I hope that this study can guide follow-up next studies.

Design Plan of Secure IoT System based Common Criteria (CC 기반의 안전한 IoT 시스템 설계 방안)

  • Kim, Ju-Hun;Jung, Hyun-Mi;Cho, Han-Jin
    • Journal of the Korea Convergence Society
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    • v.8 no.10
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    • pp.61-66
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    • 2017
  • Recently, IoT technology is rapidly developing with the keyword "Anytime, Anywhere, Convenient". In addition, security problems in IoT systems are exploding and the damage is increasing as well. In this paper, we propose a method to develop IoT system safely by using internationally recognized CC evaluation in ICT by identifying the standardization and security technology development status defining IoT system security requirements. For this purpose, IoT system and service security aspects are analyzed. Based on this, it is possible to design the security functional requirements and to demonstrate the rationale of the security objective through the correspondence relation, and it is possible to design the protection profile for the IoT system. This is a sufficient basis for the development methodology to be presented in this paper because it is used as a means of referring to the set of security requirements of administrators, developers, and users.