• 제목/요약/키워드: Data Analysis and Search

검색결과 1,786건 처리시간 0.029초

인터넷 의류 쇼핑동기에 따른 정보탐색과 충동구매행동 연구 (A Study on Information Search and Impulse Buying Behavior according to the Internet Clothing Shopping Motives)

  • 임현정;홍금희
    • 한국의류학회지
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    • 제28권8호
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    • pp.1065-1075
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    • 2004
  • The purpose of this study is to examine consumers' internet clothing shopping motives and its relation with information search and impulse buying behavior. Also, this study examines how these variables affect internet shopping satisfaction. An on-line survey was made to collect data, and the replies from 940 people, who had an experience of apparel shopping on line, were used in the analysis. The research results are as follows: 1. As the results of factor, internet shopping motives comprised 4 factors: pleasure shopping motive, economy shopping motive, and information search shopping motive. 2. Consumers usually visited 3 different sites to shop clothing and they spent about 15-30 minutes at the malls. 3. Pleasure shopping motive and ongoing information search influenced on impulse buying behaviors. 4. Ongoing information search, economy shopping motive and impulse shopping behavior gave a strong influence on the internet shopping satisfaction. 5. Consumers were classified into 4 groups in terms of internet shopping motives: convenience group, economy pursuing group, and pleasure pursuing group.

NTIS 시스템에서 딥러닝과 형태소 분석 기반의 대화형 검색 서비스 설계 및 구현 (Design and Implementation of Interactive Search Service based on Deep Learning and Morpheme Analysis in NTIS System)

  • 이종원;김태현;최광남
    • 융합정보논문지
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    • 제10권12호
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    • pp.9-14
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    • 2020
  • 현재 NTIS(National Technology Information Service)는 인공지능 기술을 기반으로 대화형 검색 서비스를 구축하고 있다. 이용자의 검색 의도를 파악하고 과제정보를 제공하기 위해 딥러닝 모델과 형태소 분석기를 기반으로 대화형 검색 서비스를 구축한다. 딥러닝 모델은 NTIS와 대화형 검색 서비스를 활용할 때 적재되는 로그 데이터를 기반으로 학습을 진행하고 이용자의 검색 의도를 파악한다. 그리고 단계별 검색을 통해 과제정보를 제공한다. 검색 의도 파악은 예외처리를 용이하게 해주며 단계별 검색은 통합검색보다 쉽고 빠르게 원하는 정보를 얻을 수 있도록 한다. 향후연구로는 인공지능 기술이 접목된 성장형 대화형 검색 서비스로써 이용자에게 제공하는 정보의 범위를 확대해야 한다.

임산부의 의료기관 정보탐색과 성과 (Information Search for the Choice of Delivery Care Institution and Its Effects)

  • 권순호;한달선
    • 한국병원경영학회지
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    • 제3권1호
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    • pp.219-237
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    • 1998
  • Economists have identified informed consumer choice as one element of a better-functioning health care market, and thus increased attention is directed to the role of information in the health care system. In this country, however, little work has been done for understanding consumers' search behavior in health care market. Based upon this observation, expectant mothers' information search for the choice of delivery care institution was investigated. In doing so, two hypotheses were proposed: 1) Those women who were more active in the search for information would make choice of a delivery care institution with more confidence and would feel greater subsequent satisfaction. 2) The activeness of expectant mothers in information search would depend upon their various personal characteristics, such as socio-economic status, obstetric conditions, and knowledge and attitudes in relation to delivery and health care. The data used for the analysis were collected through face-to-face interviews with those women who had childbirth during the period from January 1, 1996 to the date of interview in February 1998. The survey was conducted using prepared structured questionnaire in Seoul. The sample was drawn from each of arbitrarily defined four regions of Seoul, Northeast, Northwest, Southeast and Southwest, in proportion to the number of births reported in 1996 in each of them. The distribution of the interviewed women by educational level was made similar to that of mothers of new babies reported in 1996. The sample size was planned to be about 300, but ended up with 319. The results of analysis were generally consistent with the proposed hypotheses. Apparently, information increased expectant mothers' confidence in selecting a delivery care institution and subsequent satisfaction with the institution. Indication is that policy efforts should be strengthened to produce and disseminate relevant, comprehensible and credible information that can aid patient decision making. Also, attention should be directed to motivate patients to actively engage in information search from adequate sources.

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입양가족의 뿌리찾기 경험에 대한 질적 사례연구 (A Qualitative Case Study on the Experiences Searching Roots of Adoptive Families)

  • 권지성;안재진;변미희;최운선
    • 한국사회복지학
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    • 제62권2호
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    • pp.209-233
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    • 2010
  • 이 연구의 목적은 입양가족들의 뿌리찾기 경험을 이해하고자 하는 것이다. 이러한 목적을 달성하기 위해, 연구자들은 뿌리찾기를 시도한 입양가족들과 접촉하여 심층면접을 실시하고 다양한 자료들을 수집하였으며 질적 사례연구 접근을 통해 분석하였다. 최종 다섯 가족을 통해 수집한 자료들을 가지고 사례 내 분석과 사례 간 분석을 실시하였다. 사례 간 분석을 통해 나타난 주제들은 '입양됨의 인식', '호기심 폭발', '불안한 기다림', '진실을 만나는 순간', '그래, 내가 진짜 엄마야', '그리고 아무 말도 없었다' 등이었다. 연구결과를 근거로, 입양가족들의 뿌리찾기를 지원하기 위한 정책과 실천 지침들을 제언하였으며, 연구의 한계를 극복하고 더 풍부한 정보를 확보하기 위해 필요한 후속연구들에 대해서도 제언하였다.

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대용량 압축 데이터베이스를 위한 비대칭 색인 관리 기법 (Asymmetric Index Management Scheme for High-capacity Compressed Databases)

  • 변시우;장석우
    • 한국산학기술학회논문지
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    • 제17권7호
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    • pp.293-300
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    • 2016
  • 전통적인 기존의 데이터베이스는 높은 성능을 얻기 위하여 느린 하드 디스크에서 관련된 레코드가 연속적으로 저장되어 있는 레코드 기반 모델을 활용한다. 그러나 읽기 집중적인 데이터 분석 시스템을 위해서는 컬럼 기반 압축 데이터베이스가 월등한 판독 성능으로 인하여 더 적합한 모델이 되고 있으며, 최근 플래시 메모리 SSD가 고속 분석용 시스템에 적합한 저장 매체로 선호되고 있다. 본 논문에서는 세로로 저장하는 컬럼 기반 스토리지 모델을 소개하고, 대용량 데이터웨어하우스 시스템을 위한 새로운 인덱스와 데이터 관리 기법을 제안한다. 제안된 인덱스 관리 기법은 두 개의 인덱스를 사용하는 비대칭 인덱스 이중화이며, 갱신용 마스터 인덱스와 판독용 컴팩트 인덱스를 활용하여 특히 읽기가 집중된 빅 데이터베이스에서 우수한 검색 성능을 얻는다. 그리고 본 데이터 관리 기법은 관련된 컬럼 압축과 두 개의 플래시 메모리 SSD를 이중화하여 높은 판독 성능과 처리 안정성에 도움을 준다. 고부하 워크로드 조건의 성능 평가 결과를 기반으로, 본 데이터 관리 기법이 기존 기법보다 검색 처리 및 응답 시간 측면에서 더 우수함을 보이고자 한다.

공작 기계의 신뢰성 평가를 위한 웹 기반 해석 프로그램 개발 (Development of a Web-based Analysis Program for Reliability Assessment of Machine Tools)

  • 강태한;김봉석;이수훈;송준엽;강재훈
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2004년도 추계학술대회 논문집
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    • pp.369-374
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    • 2004
  • Web-based analysis programs for reliability assessment of machine tools were developed in this study. First, the reliability data analysis program was developed to search for failure rate using failure data and reliability test data of mechanical part. Second, failure mode analysis was developed through performance tests like circular movement test vibration test for machine tools. This analysis program shows correlation between failure mode and performance test result. Third, tool life was predicted by correlation between flank wear and cutting time, using the extended Taylor tool life equation in turning data and the equivalently converted equation in order to apply ball endmill data to Taylor tool life equation in milling data. All the information related to input and result data can be stored in theses programs.

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체면민감성이 허영심과 소비행동에 미치는 영향 (The Influence of Social Face Sensitivity on Vanity and Consumption Behavior)

  • 박은희
    • Human Ecology Research
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    • 제51권4호
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    • pp.413-424
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    • 2013
  • The purpose of this study is to examine the influence of social face sensitivity on vanity and consumption behavior. Questionnaires were administered to 461 college students living in Deagu Metropolitan City and Kyungbook province. Frequency, factor analysis, reliability analysis, regression analysis, and t-test were used for data analysis. Social face sensitivity was categorized into consciousness of being embarrassed, social formality, other consciousness and prestigiousness. Vanity factors were found as physical price, achievement concern, achievement price, and physical concern. Consumption behavior were categorized into 5 factors such as ostentatious consumption, impulsive buying, external information search, brand trust, utilization of internet information and material-oriented. Consciousness of being embarrassed, social formality, and other consciousness, the sub-variables of social face sensitivity had significant effects on achievement concerns and physical concerns. Other consciousness of social face sensitivity had significant effects on all factors of consumption behaviors. There was significant differences in the prestige of social face sensitivity and physical concerns of vanity and ostentatious consumption, impulsive buying, and also in external information search and utilization of internet information of consumer behavior. This indicates that women showed high physical concerns for vanity and ostentatious consumption, impulsive buying, external information search and utilization of internet information of consumption behavior while men care more about prestigiousness of social face sensitivity.

Effectiveness of Cognitive Behavioral Therapy Techniques for Control of Pain in Lung Cancer Patients: An Integrated Review

  • Phianmongkhol, Yupin;Thongubon, Kannika;Woottiluk, Pakapan
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권14호
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    • pp.6033-6038
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    • 2015
  • Background: Experience of lung cancer includes negative impacts on both physical and psychological health. Pain is one of the negative experiences of lung cancer. Cognitive behavioral therapy techniques are often recommended as treatments for lung cancer pain. The objective of this review was to synthesize the evidence on the effectiveness of cognitive behavioral therapy techniques in treating lung cancer pain. This review considered studies that included lung cancer patients who were required to 1) be at least 18 years old; 2) speak and read English or Thai; 3) have a life expectancy of at least two months; 4) experience daily cancer pain requiring an opioid medication; 5) have a positive response to opioid medication; 6) have "average or usual" pain between 4 and 7 on a scale of 0-10 for the day before the clinic visit or for a typical day; and 7) able to participate in a pain evaluation and treatment program. This review considered studies to examine interventions for use in treatment of pain in lung cancer patients, including: biofeedback, cognitive/attentional distraction, imagery, hypnosis, and meditation. Any randomized controlled trials (RCTs) that examined cognitive behavioral therapy techniques for pain specifically in lung cancer patients were included. In the absence of RCTs, quasi-experimental designs were reviewed for possible conclusion in a narrative summary. Outcome measures were pain intensity before and after cognitive behavioural therapy techniques. The search strategy aimed to find both published and unpublished literature. A three-step search was utilised by using identified keywords and text term. An initial limited search of MEDLINE and CINAHL was undertaken followed by analysis of the text words contained in the title and abstract, and of the index terms used to describe the article. A second search using all the identified keywords and index terms was then undertaken across all included databases. Thirdly, the reference list of all identified reports and articles were searched for additional studies. Searches were conducted during January 1991- March 2014 limited to English and Thai languages with no date restriction. Materials and Methods: All studies that met the inclusion criteria were assessed for methodological quality by three reviewers using a standardized critical appraisal tool from the Joanna Briggs Institute (JBI). Three reviewers extracted data independently, using a standardized data extraction tool from the Joanna Briggs Institute (JBI). Ideally for quantitative data meta-analysis was to be conducted where all results were subject to double data entry. Odds ratios (for categorical data) and weighted mean differences (for continuous data) and their 95% confidence intervals were to be calculated for analysis and heterogeneity was to be assessed using the standard Chi-square. Where statistical pooling was not possible the finding were be presented in narrative form. Results: There were no studies located that met the inclusion requirements of this review. There were also no text and opinion pieces that were specific to cognitive behavioral therapy techniques pain and lung cancer patients.Conclusions: There is currently no evidence available to determine the effectiveness of cognitive behavioural therapy techniques for pain in lung cancer patients.

Word2Vec 학습을 통한 의미 기반 해외 유사 특허 검색 방안 (Identifying Similar Overseas Patent Using Word2Vec-Based Semantic Text Analytics)

  • 백민지;김남규
    • 한국IT서비스학회지
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    • 제17권2호
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    • pp.129-142
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    • 2018
  • Recently, the number of patent applications have been increasing rapidly every year as the importance of protecting intellectual property rights becomes more important. Patents must be inventive and have novelty. Especially, the novelty implies that the corresponding invention is not the same as the previous invention. To confirm the novelty, prior art search must be conducted before and after the application. The target of prior art search should include not only Korean patents but also foreign patents. Search of foreign patents should be supported by multilingual search techniques. However, a dictionary-based naive approach shows a limitation because some technical concepts are represented in different terms according to each nation. For example, a Korean term and a Japanese term may not be synonym even though they represent the same technical concept. In this paper, we propose a new method to map semantic similarity between technical terms in Korean patents and Japanese patents. To investigate different representations in each nation for the same technical concept, we identified and analyzed pairs of patents those are mutually connected with priority claim relationship. By performing an experiment with real-world data, we showed that our approach can reveal semantically similar technical terms in other language successfully.

Efficient Accessing and Searching in a Sequence of Numbers

  • Seo, Jungjoo;Han, Myoungji;Park, Kunsoo
    • Journal of Computing Science and Engineering
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    • 제9권1호
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    • pp.1-8
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    • 2015
  • Accessing and searching in a sequence of numbers are fundamental operations in computing that are encountered in a wide range of applications. One of the applications of the problem is cryptanalytic time-memory tradeoff which is aimed at a one-way function. A rainbow table, which is a common method for the time-memory tradeoff, contains elements from an input domain of a hash function that are normally sorted integers. In this paper, we present a practical indexing method for a monotonically increasing static sequence of numbers where the access and search queries can be addressed efficiently in terms of both time and space complexity. For a sequence of n numbers from a universe $U=\{0,{\ldots},m-1\}$, our data structure requires n lg(m/n) + O(n) bits with constant average running time for both access and search queries. We also give an analysis of the time and space complexities of the data structure, supported by experiments with rainbow tables.