• ETRI Journal
• /
• v.46 no.2
• /
• pp.277-289
• /
• 2024

In this paper, we describe a neural network-based application that recommends multiple items using dialog context input and simultaneously outputs a response sentence. Further, we describe a multi-item recommendation by specifying it as a set of clothing recommendations. For this, a multimodal fusion approach that can process both cloth-related text and images is required. We also examine achieving the requirements of downstream models using a pretrained language model. Moreover, we propose a gate-based multimodal fusion and multiprompt learning based on a pretrained language model. Specifically, we propose an automatic evaluation technique to solve the one-to-many mapping problem of multi-item recommendations. A fashion-domain multimodal dataset based on Koreans is constructed and tested. Various experimental environment settings are verified using an automatic evaluation method. The results show that our proposed method can be used to obtain confidence scores for multi-item recommendation results, which is different from traditional accuracy evaluation.

• Journal of Information Management
• /
• v.31 no.1
• /
• pp.12-42
• /
• 2000

Digital library research has attracted much attention. While many research projects are funded by government agencies and national and international bodies, some are run by specific academic and research institutions and libraries. While some digital library projects, such as the ELINOR project in the UK, the first two phases of the eLib(Electronic Libraries) programme in the UK, and the first phase of the DLI(Digital Library Initiative) in the USA, are now over, a number of other projects are currently under-way in different parts of the world. Beginning with the definitions and characteristics of digital libraries proposed by various researchers, this paper provides brief accounts of some major digital library projects that are currently in progress, or are just completed, in different parts of the world. There follows a review of digital library research under 16 major headings. Literature for this review has been identified through a search on the LISA CD-ROM database and a Dialog search on library and information science databases, and the resulting output has been supplemented by a scan of the various issues of D-Lib Magazine and Ariadne, and the Web sites of various organizations and institutions engaged in digital library research. The review indicates that we have learned a lot through digital library research within a short span of time. However, a number of issues are yet to be resolved. The paper ends with an indication of the research issues that need to be addressed and resolved in the near future in order to bring the digital library from the researcher's laboratory to the real life environment.

• Journal of Information Management
• /
• v.30 no.4
• /
• pp.39-60
• /
• 1999

Digital library research has attracted much attention. While many research projects are funded by government agencies and national and international bodies, some are run by specific academic and research institutions and libraries. While some digital library projects, such as the ELINOR project in the UK, the first two phases of the eLib(Electronic Libraries) programme in the UK, and the first phase of the DLI(Digital Library Initiative) in the USA, are now over, a number of other projects are currently under-way in different parts of the world. Beginning with the definitions and characteristics of digital libraries proposed by various researchers, this paper provides brief accounts of some major digital library projects that are currently in progress, or are just completed, in different parts of the world. There follows a review of digital library research under 16 major headings. Literature for this review has been identified through a search on the LISA CD-ROM database and a Dialog search on library and information science databases, and the resulting output has been supplemented by a scan of the various Issues of D-Lib Magazine and Ariadne, and the Web sites of various organizations and institutions engaged in digital library research. The review indicates that we have learned a lot through digital library research within a short span of time. However, a number of issues are yet to be resolved. The paper ends with an indication of the research issues that need to be addressed and resolved in the near future in order to bring the digital library from the researcher's laboratory to the real life environment.

• Proceedings of the Computational Structural Engineering Institute Conference
• /
• 1995.04a
• /
• pp.170-175
• /
• 1995

In this paper, the problems on Windows application for finite element structural analysis softwares are presented. These Windows application programs provide the better graphical representation of structural geometry through the GUI, and provide the integrated environment for managing various processors such as a preprocessor and a postprocessor. Two examples show the efficiency of this system which can represent various inputs and outputs concurrently on multi-windows by dialog-type.

• Proceedings of the Acoustical Society of Korea Conference
• /
• 1994.06c
• /
• pp.277-282
• /
• 1994

사회의 개방과 국제화에 따른 문제점으로서 언어소통의 애로점이라 할 수 있다. 이러한 언어의 극복을 위해서 공학적인 해결방법의 한 방법으로서 자국어로 말을 하면 상대방의 국어로 통역되는 휴대용 통역기가 있다. 이러한 미래복합형 기술인 휴대용 통역기를 개발함으로서 국민의 기업활동과 생활에 크게 이바지 할 수 있어 한국의 국제 위상도 제고될 수 있다. 따라서 본 고에서는 휴대용 통역기의 개발함을 n이해서 통역기의 개요 및 구성, 연구개발이 필요성, 기술적 사회적 파급효과, 개발목표 및 개발일정, 국외의 새 현황, 연구개발 과제 및 개발전략에 대하여 기술한다.

• KLA journal
• /
• v.31 no.2 s.261
• /
• pp.24-47
• /
• 1990

CO-ROM에 의한 데이터베이스의 제작이 큰 관심의 표적으로 되어있다. 그러나 대부분은 아직도 베타테스트의 단계이다. 먼저 CD-ROM의 개요와 현황을 설명하고 다음은 CD-ROM의 대표적 제품인 Dissertation Abstracts Ondisc에 대해 설명한 다음 Ondisc 검색과 Online 검색의 기능을 비교하였다. Ondisc, Online 양검색법의 장점과 단점을 서로 보완하기 위해 개발된 DIALOG Ondisc ERIC을 설명하고 Ondisc, Online의 상호검색에 대해 간단히 설명하였으며 더욱이 CD-ROM이 가지고 있는 문제점에 대해서도 일반에게 널리 알리고, 이것이 해결되면 Ondisc를 중심으로 분산형 Online시대가 될 것으로 예상하였다.

• 한국어정보학회:학술대회논문집
• /
• 2016.10a
• /
• pp.249-251
• /
• 2016

다중 화자 대화 시스템에서, 시스템의 입장에서 어느 시점에 참여해야하는지를 아는 것은 중요하다. 이러한 참여 모델을 구축함에 있어서 본 연구에서는 다수의 화자가 대화에 참여하는 영화 대본으로 구축된 MovieDic 말뭉치를 사용하였다. 구축에 필요한 자질로써 의문사, 호칭, 명사, 어휘 등을 사용하였고, 훈련 알고리즘으로는 Maximum Entropy Classifier를 사용하였다. 실험 결과 53.34%의 정확도를 기록하였으며, 맥락 자질의 추가로 정확도 개선을 기대할 수 있다.

• Proceedings of the Korean Society for Noise and Vibration Engineering Conference
• /
• 1998.04a
• /
• pp.747-752
• /
• 1998

SONICS is the software developed by authors. The program provides the noise level in outdoors due to various noise source types : construction machines including blast sources, railroad vehicles and automobiles. h operates in the Windows system. Since the software is compiled by using Visual C++ 4.0, users can run the program interactively. Also SONICS uses Windows' dialog-box and choice-button so that a novice user can easily implement the program for the environmental noise planning.

• Proceedings of the Korean Society for Information Management Conference
• /
• 1998.08a
• /
• pp.101-104
• /
• 1998

한국학술지의 국제 색인ㆍ초록 데이터베이스 등재 여부를 추적하는 것은 한국학술지의 국제적인 위상을 파악하는데 중요하며, 학술지의 구체적인 평가자료로서도 중요한 역할을 할 것이다. 본 연구에서는 세계최대의 데이터뱅크중 하나인 DIALOG 데이터베이스에 등재되는 한국학술지와 그 학술지들이 등재되는 데이터베이스에 대해 계량학적 측정을 통하여 그 특성을 분석·규명하였다.

• 제어로봇시스템학회:학술대회논문집
• /
• 1996.10b
• /
• pp.848-851
• /
• 1996

Based on the minimum cutting time criteria, the tool path generation algorithm of a pocket machining is developed as a form of a built-in cycle for the WOP(workshop oriented programming) of a CNC controller. Based on the given CAD database and tool information, an optimal cutting depth and geometric properties can be generated, then six different tool paths will be generated internally and automatically. Finally, the G code which commands tool movements is generated for CNC machining.