• Title/Summary/Keyword: Entity-based

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Coreference Resolution for Korean Pronouns using Pointer Networks (포인터 네트워크를 이용한 한국어 대명사 상호참조해결)

  • Park, Cheoneum;Lee, Changki
    • Journal of KIISE
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    • v.44 no.5
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    • pp.496-502
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    • 2017
  • Pointer Networks is a deep-learning model for the attention-mechanism outputting of a list of elements that corresponds to the input sequence and is based on a recurrent neural network (RNN). The coreference resolution for pronouns is the natural language processing (NLP) task that defines a single entity to find the antecedents that correspond to the pronouns in a document. In this paper, a pronoun coreference-resolution method that finds the relation between the antecedents and the pronouns using the Pointer Networks is proposed; furthermore, the input methods of the Pointer Networks-that is, the chaining order between the words in an entity-are proposed. From among the methods that are proposed in this paper, the chaining order Coref2 showed the best performance with an F1 of MUC 81.40 %. The method showed performances that are 31.00 % and 19.28 % better than the rule-based (50.40 %) and statistics-based (62.12 %) coreference resolution systems, respectively, for the Korean pronouns.

Privilege Delegation Protocol Providing Delegation Traceability Using ID-based Cryptosystem in X.509 Proxy Certificate Environment (X.509 대리 인증서 환경에서 위임 추적 기능을 제공하는 ID 기반 암호 시스템 기반 권한 위임 프로토콜)

  • Lee, Youn-Ho;Kim, Byung-Ho
    • Journal of KIISE:Computer Systems and Theory
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    • v.35 no.9_10
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    • pp.441-451
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    • 2008
  • Currently, the X.509 proxy certificate is widely used to delegate an entity's right to another entity in the computational grid environment. However it has two drawbacks: the potential security threat caused by intraceability of a delegation chain and the inefficiency caused by an interactive communication between the right grantor and the right grantee on the delegation protocol. To address these problems for computational grids, we propose a new delegation protocol without additional cost. We use an ID-based key generation technique to generate a proxy private key which is a means to exercise the delegated signing right. By applying the ID-based key generation technique, the proposed protocol has the delegation traceability and the non-interactive delegation property. Since the right delegation occurs massively in the computational grid environment, our protocol can contribute the security enhancement by providing the delegation traceability and the efficiency enhancement by reducing the inter-domain communication cost.

WebGen: a Template-based Web Script Generator (WebGen: 템플릿 기반 웹 스크립트 생성기)

  • Eum, Doo-Hun
    • The KIPS Transactions:PartD
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    • v.14D no.5
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    • pp.509-516
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    • 2007
  • The demand for Web applications that un on databases has been rapidly increased in every area including business. Comparing to this growing demand, it still takes much time to write and maintain Web applications. In this paper, we introduce the Web script generator, WebGen that generates the Web forms as application interface and the Web scripts that process the queries by the forms operating with a database. WebGen generates five Web scripts(Search, Select, Edit, Information, and Action) from built-in templates that are the frames for those scripts by applying the declarative contents of a user-written configuration file. Each script except the Action script generates a corresponding form as user interface. Therefore, WebGen enhances Web application productivity by reducing the development time and effort for Web applications. Unlike the commercial Web script generators, WebGen supports easy version management because it is based on independent templates. Moreover, a WebGen-generated form includes not only the interested entity but also the entities that are related directly and indirectly with the interested entity.

Network Traffic Analysis System Based on Data Engineering Methodology (데이터 엔지니어링 방법론을 기반으로한 네트워크 트래픽 분석 시스템)

  • Han, Young-Shin;Kim, Tae-Kyu;Jung, Jason J.;Jung, Chan-Ki;Lee, Chil-Gee
    • Journal of the Korea Society for Simulation
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    • v.18 no.1
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    • pp.27-34
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    • 2009
  • Currently network users, especially the number of internet users, increase rapidly. Also, high quality of service is required and this requirement results a sudden network traffic increment. As a result, an efficient management system for huge network traffic becomes an important issue. Ontology/data engineering based context awareness using the System Entity Structure (SES) concepts enables network administrators to access traffic data easily and efficiently. The network traffic analysis system, which is studied in this paper, is designed and implemented based on a model and simulation using data engineering methodology to be avaiable in evaluating large network traffic data. Extensible Markup Language (XML) is used for metadata language in this system. The information which is extracted from the network traffic analysis system could be modeled and simulated in Discrete Event Simulation (DEVS) methodology for further works such as post simulation evaluation, web services, and etc.

Comparing Stakeholder Perceptions on the Reasons for Rural Underutilization of Common Facilities (농촌지역 개발사업 공동시설의 활용도 기준체계 정립을 통한 실태 파악 연구)

  • Kim, Eun-Sol;Lee, Jae Ho
    • Journal of Korean Society of Rural Planning
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    • v.29 no.3
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    • pp.53-67
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    • 2023
  • In this study, the problem of the idleness of public buildings in rural areas is seriously emerging, but there are no clear standards for assessing the utilization of these buildings. Therefore, this study endeavors to investigate the actual state of idleness of buildings created by rural area development projects based on the criteria for each type. As part of this study, rural facilities were selected in two locations in Sangju City and Miryang City among the target areas of the Rural Agreement. Utilization evaluation criteria were developed to identify the conditions of underutilization. In order to determine the utilization pattern for each facility type, an in-depth interview with the operator and an inspection of the facility were conducted. Based on the analysis, the degree of utilization (e.g., low use, non-use, etc.) was different for each facility type, and among the four facility types (rural tourism, culture and welfare, exercise and recreation, income-based), rural tourism was rated as the least efficient. It has been found that the operating entity's capacity has a significant influence on the utilization of facilities. Socioeconomic factors, such as a decrease in utilization rates, are greatly influenced by the operating entity's capacity. Therefore, support from local governments as well as the national level is required to recycle idle facilities. Lastly, this study suggests the need for different standards for utilization, depending on the type of facility. This moves beyond checking the degree of idleness by the same standard that was previously implemented.

Event-Based Ontologies: A Comparison Review

  • Ashour Ali;Shahrul Azman Mohd Noah;Lailatul Qadri Zakaria
    • International Journal of Computer Science & Network Security
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    • v.23 no.5
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    • pp.212-220
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    • 2023
  • Ontologies are knowledge containers in which information about a specified domain can be shared and reused. An event happens within a specific time and place and in which some actors engage and show specific action features. The fact is that several ontology models are based on events called Event-Based Models, where the event is an individual entity or concept connected with other entities to describe the underlying ontology because the event can be composed of spatiotemporal extents. However, current event-based ontologies are inadequate to bridge the gap between spatiotemporal extents and participants to describe a specific domain event. This paper reviews, describes, and compares the existing event-based ontologies. The paper compares and contrasts various ways of representing the events and how they have been modelled, constructed, and integrated with the ontologies. The primary criterion for comparison is based on the events' ability to represent spatial and temporal extent and the participants in the event.

과학기술정책을 위한 국가학습조직모형

  • 오형식;신상문
    • Journal of Technology Innovation
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    • v.5 no.2
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    • pp.22-47
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    • 1997
  • This paper suggests a model of Living & Learning Nation as a new ploicy framework. It is a combination of Living Nation and Learning Nation. Living Nation model takes the nation as a living entity composed of spirit, resource, and communication : it grows but healthy and balanced growth is needed, its organs are closely connected, it has a circulation system, the 'spirit' factor plays the central role, etc.. Learning Nation model is a national level version of learning organization concept. The model defines new perspectives on the objectives, span of means, and the role of government in S&T policy. Therefore, the model can be used to give new insights to policymakers of developing countries facing the knowledge-based economy.

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An Architecture for Data Server of Non SQL Query (Non-SQL 질의 데이터 서버 아키텍처)

  • K. H., Kwon;Chakra, Balayar;S. H., Cheon
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.10b
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    • pp.406-408
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    • 2004
  • To develop enterprise architecture based distributed application needs consideration of various factors such as division of role between web-designer and software developer, defining entity and its usage, database connection and transaction processing. This paper presents DONSL(Data Server of Non SQL-Query) architecture that provides solution to above aspects through web-tier object modeling guaranteeing efficient transaction processing and performance between web-tier and 08MS through simplified usage of query logic property.

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New Record of the Delesseriacean Parasitic Red Alga, Asterocolax denticulatus in Korea

  • Kim, Chansong;Kim, Young Sik;Nam, Ki Wan
    • Korean Journal of Environmental Biology
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    • v.35 no.3
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    • pp.341-344
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    • 2017
  • The delesseriacean parasitic red algal Asterocolax species was collected from Jindo in the southern coast of Korea. This parasitic species found on Pseudopolyneura japonica. And it is distinct from other species of Asterocolax with more or less denticulate branches when matured. This Korean entity is identified as Asterocolax denticulatus (Tokida) Feldmann & Feldmann (Delesseriaceae, Rhodophyta) based on these features. This is the first record of A. denticulatus in Korea.

Named Entity Recognition based on CRF reflecting relative weight (상대적 가중치 자질을 반영한 CRF 기반의 개체명 인식)

  • Jeong, Jin-Wook
    • Annual Conference on Human and Language Technology
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    • 2017.10a
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    • pp.338-339
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    • 2017
  • 본 논문은 개체명 인식을 위해 CRF 모델을 이용해 분류를 수행했다. 개체명 후보를 개체명으로 식별에서 중의성 문제가 필요하다. 본 논문에서는 이러한 중의성 문제 해결을 위해 학습 셋으로부터 패턴과 형태적 특성을 고려해 개체명 후보를 최대로 선택하고 선택된 개체명 후보의 중의성과 정확도를 높이기 위해 주변의 문맥 자질과 분별 확률 모델인 CRF를 이용해 중의성 문제를 해결한다.

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