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Multi-Dimensional Keyword Search and Analysis of Hotel Review Data Using Multi-Dimensional Text Cubes (다차원 텍스트 큐브를 이용한 호텔 리뷰 데이터의 다차원 키워드 검색 및 분석)

  • Kim, Namsoo;Lee, Suan;Jo, Sunhwa;Kim, Jinho
    • Journal of Information Technology and Architecture
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    • v.11 no.1
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    • pp.63-73
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    • 2014
  • As the advance of WWW, unstructured data including texts are taking users' interests more and more. These unstructured data created by WWW users represent users' subjective opinions thus we can get very useful information such as users' personal tastes or perspectives from them if we analyze appropriately. In this paper, we provide various analysis efficiently for unstructured text documents by taking advantage of OLAP (On-Line Analytical Processing) multidimensional cube technology. OLAP cubes have been widely used for the multidimensional analysis for structured data such as simple alphabetic and numberic data but they didn't have used for unstructured data consisting of long texts. In order to provide multidimensional analysis for unstructured text data, however, Text Cube model has been proposed precently. It incorporates term frequency and inverted index as measurements to search and analyze text databases which play key roles in information retrieval. The primary goal of this paper is to apply this text cube model to a real data set from in an Internet site sharing hotel information and to provide multidimensional analysis for users' reviews on hotels written in texts. To achieve this goal, we first build text cubes for the hotel review data. By using the text cubes, we design and implement the system which provides multidimensional keyword search features to search and to analyze review texts on various dimensions. This system will be able to help users to get valuable guest-subjective summary information easily. Furthermore, this paper evaluats the proposed systems through various experiments and it reveals the effectiveness of the system.

A Study on the Procedure for Constructing Linked Open Data of Records Information by Using Open Source Tool (오픈소스 도구를 이용한 기록정보 링크드 오픈 데이터 구축 절차 연구)

  • Ha, Seung Rok;Yim, Jin Hee;Rieh, Hae-young
    • Journal of the Korean Society for information Management
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    • v.34 no.1
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    • pp.341-371
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    • 2017
  • Recently, the web service environment has changed from document-centered to data-oriented focus, and the Linked Open Data (LOD) exists at the core of the new environment. Specific procedures and methods were examined to build the LOD of records information in accordance with this trend. With the service sustainability of small-scale archive in consideration, an exemplification on LOD building process by utilizing open source software was developed in this paper. To this end, a 5-step service framework for LOD construction was proposed and applied to a collection of diary records from 'Human and Memory Archive'. Proof of Concept (POC) utilizing open source softwares, Protege and Apache Jena Fuseki, was conducted according to the proposed 5 step framework. After establishing the LOD of record information by utilizing the open source software, the connection with external LOD through interlinking and SPARQL search has been successfully performed. In addition, archives' considerations for LOD construction, including improvement on the quality of content information, the role of the archivist, were suggested based on the understanding obtained through the LOD construction process of records information.

A Study on the Educational Efficacy of a Maritime English Learning and Testing Platform (해사영어학습 및 평가 플랫폼을 활용한 교육 효과에 대한 연구)

  • Seor, Jin Ki;Park, Young-soo
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.26 no.4
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    • pp.374-381
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    • 2020
  • According to international regulations, it is mandatory for navigators or engineers to acquire suitable skillsets before their designation as a duty officer on board. One of the most important elements is Maritime English (ME), wherein students are taught a required set of basic skills that enable them to process various documents related to accidents, ship conditions, and inspections. Students have to be equipped not only with the use of general English skills but also with the coherent use of technical terms and phrases. However, due to the unique circumstances that exist in the maritime domain, the methods used for imparting maritime knowledge and the manner in which it is evaluated are restricted. Hence, this study aims to utilize an online Maritime English learning and testing platform that can be accessed on smart devices to analyze its impact on the students' learning process. An experiment was conducted on two groups of cadets, one that used the platform and another group that did not. After six-week, the experiment results showed a significant difference between the ME test scores of the two groups. The test scores were further analyzed by incorporating the students' personal elements to measure the ef icacy of the ME test platform. Therefore, the learning and evaluation processes are expected to be implemented in ways that are appropriate and convenient to specific circumstances and be widely used in the field of maritime education in the future.

Techniques of XML Query Caching on the Web (웹에서의 XML 질의 캐쉬 기법)

  • Park, Dae-Sung;Kang, Hyun-Chul
    • The Journal of Society for e-Business Studies
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    • v.11 no.1
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    • pp.1-23
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    • 2006
  • As data on the Web is more and more in XML due to proliferation of Web applications such as e-Commerce, it is strongly required to rapidly process XML queries. One of such techniques is XML query caching. For frequently submitted queries, their results could be cached in order to guarantee fast response for the same queries. In this paper, we propose techniques for XML query performance improvement whereby the set of node identifiers(NIS) for an XML query is cached. NIS is most commonly employed as a format of XML query result,, consisting of the identifiers of the XML elements that comprise the query result. With NIS, it is suitable to meet the Web applications data retrieval requirements because reconstruction and/or modification of query results and integration of multiple query results can be efficiently done. Incremental refresh of NIS against its source updates can also be efficiently done. When the query result is requested in XML, however, materialization of NIS is needed by retrieving the source XML elements through their identifiers. In this paper, we consider three different types of NISs. proposing the algorithms of their creation, materialization, and incremental refresh. All of them were implemented using an RDBMS. Through a detailed set of performance experiments, we showed the efficiency of the proposed XML query caching techniques.

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A Design and Implementation of Reliability Analyzer for Embedded Software using Markov Chain Model and Unit Testing (내장형 소프트웨어 마르코프 체인 모델과 단위 테스트를 이용한 내장형 소프트웨어 신뢰도 분석 도구의 설계와 구현)

  • Kwak, Dong-Gyu;Yoo, Chae-Woo;Choi, Jae-Young
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.12
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    • pp.1-10
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    • 2011
  • As requirements of embedded system get complicated, the tool for analyzing the reliability of embedded software is being needed. A probabilistic modeling is used as the way of analyzing the reliability of a software and to apply it to embedded software controlling multiple devices. So, it is necessary to specialize that to embedded software. Also, existing reliability analyzers should measure the transition probability of each condition in different ways and doesn't consider reusing the model once used. In this paper, we suggest a reliability analyzer for embedded software using embedded software Markov chin model and a unit testing tool. Embedded software Markov chain model is model specializing Markov chain model which is used for analyzing reliability to an embedded software. And a unit testing tool has host-target structure which is appropriate to development environment of embedded software. This tool can analyze the reliability more easily than existing tool by automatically measuring the transition probability between units for analyzing reliability from the result of unit testing. It can also directly apply the test result updated by unit testing tool by representing software model as a XML oriented document and has the advantage that many developers can access easily using the web oriented interface and SVN store. In this paper, we show reliability analyzing of a example by so doing show usefulness of reliability analyzer.

A Study on the Data Organization of Specification Information for reference of Design Information (설계정보 참조를 위한 시방정보의 자료구조화에 관한 연구)

  • Kim Jae-hyun;Song Younk-Kyou;Kim Uk
    • Korean Journal of Construction Engineering and Management
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    • v.2 no.3 s.7
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    • pp.92-100
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    • 2001
  • The architectural drawing, construction project specification, etc. are included in the contract of a documents. However, construction project specification, for being documentation, is not utilized to such an extent. The reason is that specification information is difficult in collecting information in relation to the architectural drawing, material finishing list and other architectural information. Therefore, an integrated model, which can be associated with other architectural information, is needed, and a DB based on this integrated model must be established in order for it to be utilized in design, construction, and management. The DB, which is established through this process, must be updated according to modification in design, and construction. Furthermore the specification must be in document on the web for reference. Consequently in this research, the structure of integrated model has been introduced, and it has made the search and preparation of the integrated model on the Internet, using the specification information DB established for the mutual reference of DB, possible. The improvements of construction project specification standards are expected by this system. Also, it will bring about Improvements upon claim prevention, and design, construction, management qualities. Furthermore, it will make the use of information more convenient in practical business such as order agency, design service and building site.

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Zur praktischen Anwendung der deutschen Marchentexte fur den Sprach- und Kulturunterricht - In Bezug auf (언어$\cdot$문화교육을 위한 독일 민담텍스트 활용 방안 - 을 중심으로 -)

  • Rhie Jum-Chool;Kim Young-Soon;Kim Soo-Nam
    • Koreanishche Zeitschrift fur Deutsche Sprachwissenschaft
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    • v.8
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    • pp.247-272
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    • 2003
  • Mit der Entwicklung der Informations- und Kommunikationstechnologien $er\"{o}ffnen$ $Internet-unterst\"{u}tzte$ Lehren und Lernen neue $M\"{o}glichkeiten{\;}f\"{u}r$ den Sprach- und Kulturunterricht. Das Internet bietet den $Sch\"{u}lern$ vor allem $gro{\ss}es$ Interesse und $gro{\ss}e$ Motivation $f\"{u}r$ die deutsche Sprache und Kultur. In der vorliegenden Arbeit geht es vor allem um die praktische Anwendung von den $M\"{a}rchentexten$ in der germanistischen Abteilung der koreanischen $Universit\"{a}ten$. $M\"{a}rchen$ sind ein Kulturgut, das sich in vielen $V\"{o}ilkern$, Kulturen und Gegenden der Erde findet. $M\"{a}rchen$ sprechen eine Sprache der Symbole und Bilder, eine Sprache, die den Menschen in seiner $Emotionalit\"{a}t$ besonders anspricht. Sie haben eine Anziehungskraft, die uns nicht $unber\"{u}hrt{\;}l\"{a}sst$. Sie zeigen in vie1en Kulturen Motive menschlichen Daseins, die $\"{u}bereinstimmende$ Merkmale zeigen. In dieser Studie wird insbesondere $\"{u}ber$ eine untenichtspraktische Anwendung des $M\"{a}rchens$ $f\"{u}r$ den Deutschunterricht diskutiert. In dieser Arbeit bezieht sich der wissenschaftliche Gebrauch des Kulturbegriffes meist auf kollektive Erscheinungen, die Gruppen von Individuen einigen. Mit Hilfe des Internets kann man verschiedene Kulturelemente in der bestimmten deutschen Stadt finden. Zum Beispiel hat die freie Hansestadt Bremen die wohlgeformte Homepage. In dieser Homepage(http://www.bremen.de/) gibt es viele Informationen $\"{u}ber$ die Stadt Bremen; Geschichte, Wrrtschaft, Wissenschaft, Schulsystem, Kultur, Sport, Freizeit usw. Schuler lernen erst elementare $W\"{o}rter$, Grammatik und dann wichtige kulturelle Elemente. $Erw\"{u}nscht$ waren wissenschaftlich fundierte Methoden $f\"{u}r$ den deutschen Kulturuntenicht und systematisch aufgebaute Internetseiten, die fur bestimmte Deutschkurse an den koreanischen $Universit\"{a}ten$ gedacht sind. Es ware ideal, audiovisuelle/multimediale Webseiten/Webpages mit Texten, Bildern, Webaufgaben und Audio-Nideofiles zu erstellen.

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e-Business Security Framework and applied to Architecture (e-Business Security 프레임웍과 적용 방안)

  • 홍승필;김명철;김재현;김민형
    • Convergence Security Journal
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    • v.2 no.1
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    • pp.87-97
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    • 2002
  • Many firms are utilizing the Internet and various information technologies to effectively manage their business operations with a goal of gaining a competitive advantage in the rapidly changing business environments. Today, the business is characterized as digital economy where information freely flows and business processes are improved with the use of information technologies. Internet technology is playing a key role in transforming the organization and creating new business models. It has become the infrastructure of choice for electronic commerce because it provides process efficiency, cost reduction, and open standards that can easily be adopted by different organizations. Here, the vast amount of data and information slow among the related parties and security issues are very critical matter of research interests by academicians and practitioners. In this research, we address the importance of security framework in managing the data shared among the related parties in the e-business and suggest the security architecture for effectively supporting the needs of e-business in an organization. This research provides valuable contributions both in academics and industry in terms of how security framework and architecture should be set in order to provide the necessary e-business.

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A Protein Structure Comparison System based on PSAML (PSAML을 이용한 단백질 구조 비고 시스템)

  • Kim Jin-Hong;Ahn Geon-Tae;Byun Sang-Hee;Lee Su-Hyun;Lee Myung-Joon
    • Journal of KIISE:Computing Practices and Letters
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    • v.11 no.2
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    • pp.133-148
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    • 2005
  • Since understanding of similarities and differences among protein structures is very important for the study of the relationship between structure and function, many protein structure comparison systems have been developed. Hut, unfortunately, these systems introduce their own protein data derived from the PDB(Protein Data Bank), which are needed in their algorithms for comparing protein structures. In addition, according to the rapid increase in the size of PDB, these systems require much more computation to search for common substructures in their databases. In this paper, we introduce a protein structure comparison system named WS4E(A Web-Based Searching Substructures of Secondary Structure Elements) based on a PSAML database which stores PSAML documents using the eXist open XML DBMS. PSAML(Protein Structure Abstraction Markup Language) is an XML representation of protein data, describing a protein structure as the secondary structures of the protein and their relationships. Using the PSAML database, the WS4E provides web services searching for common substructures among proteins represented in PSAML. In addition, to reduce the number of candidate protein structures to be compared in the PSAML database, we used topology strings which contain the spatial information of secondary structures in a protein.

자가 생성 지도 학습 알고리즘을 이용한 컨테이너 식별자 인식

  • Kim, Jae-Yong;Park, Chung-Sik;Kim, Gwang-Baek
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2005.11a
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    • pp.500-506
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    • 2005
  • 본 논문에서는 자가 생성 지도 학습 알고리즘을 이용한 운송 컨테이너 식별자 인식 시스템을 제안한다. 일반적으로 운송 컨테이너의 식별자들은 글자의 색이 검정색 또는 흰색으로 이루어져 있는 특정이 있다. 이러한 특성을 고려하여 원 컨테이너 영상에 대해 검은색과 흰색을 제외하고는 모든 부분을 잡음으로 처리하기 위해 퍼지 추론 방법을 이용하여 식별자 영역과 바탕영역을 구별한다. 식별자 영역으로 구분 된 영역은 그대로 두고, 바탕 영역으로 구분된 영역 은 전체 영상의 평균 픽셀 값으로 대체시킨다. 그리고 Sobel 마스크를 이용하여 에지를 검출하고, 추출된 에지를 이용하여 수직 블록과 수평 블록을 검출 하여 컨테이너의 식별자 영역을 추출하고 이진화한다. 이진화 된 식별자 영역에 대해 검정색의 빈도수를 이용하여 흰바탕과 민바탕을 구분하고 4 방향 윤곽선 추적 알고리즘을 적용하여 개별 식별자를 추출 한다. 개별 식별자 인식을 위해 자가 생성 지도 학습 알고리즘을 제안하여 개별 식별자 인식에 적용한다. 제안된 자가 생성 지도 학습 알고리즘은 입력층과 은닉층 사이의 구조를 ART-l을 개선하여 적용하고 은닉층과 출력층 사이에는 일반화된 델타 학습 방법과 Delta-bar-Delta 알고리즘을 적용하여 학습 및 인식 성능을 개선한다. 실제 80 개의 컨테이너 영상을 대상으로 실험한 결과, 제안된 식별자 추출 방법이 이전의 개별 추출 방법보다 추출률이 개선되었고 FCM 기반 자가 생성 지도 학습 알고리즘보다 제안된 자가 생성 지도 학습 알고리즘이 컨테이너 식별자의 학습 및 인식에 있어서 개선된 것을 확인하였다.색 문제를 해결하고자 하는 것이 연구의 목적이다. 정보추출은 사용자의 관심사에 적합한 문서들로부터 어떤 구체적인 사실이나 관계를 정확히 추출하는 작업을 가리킨다.앞으로 e-메일, 매신저, 전자결재, 지식관리시스템, 인터넷 방송 시스템의 기반 구조 역할을 할 수 있다. 현재 오픈웨어에 적용하기 위한 P2P 기반의 지능형 BPM(Business Process Management)에 관한 연구와 X인터넷 기술을 이용한 RIA (Rich Internet Application) 기반 웹인터페이스 연구를 진행하고 있다.태도와 유아의 창의성간에는 상관이 없는 것으로 나타났고, 일반 유아의 아버지 양육태도와 유아의 창의성간의 상관에서는 아버지 양육태도의 성취-비성취 요인에서와 창의성제목의 추상성요인에서 상관이 있는 것으로 나타났다. 따라서 창의성이 높은 아동의 아버지의 양육태도는 일반 유아의 아버지와 보다 더 애정적이며 자율성이 높지만 창의성이 높은 아동의 집단내에서 창의성에 특별한 영향을 더 미치는 아버지의 양육방식은 발견되지 않았다. 반면 일반 유아의 경우 아버지의 성취지향성이 낮을 때 자녀의 창의성을 향상시킬 수 있는 것으로 나타났다. 이상에서 자녀의 창의성을 향상시키는 중요한 양육차원은 애정성이나 비성취지향성으로 나타나고 있어 정서적인 측면의 지원인 것으로 밝혀졌다.징에서 나타나는 AD-SR맥락의 반성적 탐구가 자주 나타났다. 반성적 탐구 척도 두 그룹을 비교 했을 때 CON 상호작용의 특징이 낮게 나타나는 N그룹이 양적으로 그리고 내용적으로 더 의미 있는 반성적 탐구를 했다용을 지원하는 홈페이지를 만들어 자료

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