• Title/Summary/Keyword: rule language

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Rule Construction for Determination of Thematic Roles by Using Large Corpora and Computational Dictionaries (대규모 말뭉치와 전산 언어 사전을 이용한 의미역 결정 규칙의 구축)

  • Kang, Sin-Jae;Park, Jung-Hye
    • The KIPS Transactions:PartB
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    • v.10B no.2
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    • pp.219-228
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    • 2003
  • This paper presents an efficient construction method of determination rules of thematic roles from syntactic relations in Korean language processing. This process is one of the main core of semantic analysis and an important issue to be solved in natural language processing. It is problematic to describe rules for determining thematic roles by only using general linguistic knowledge and experience, since the final result may be different according to the subjective views of researchers, and it is impossible to construct rules to cover all cases. However, our method is objective and efficient by considering large corpora, which contain practical osages of Korean language, and case frames in the Sejong Electronic Lexicon of Korean, which is being developed by dozens of Korean linguistic researchers. To determine thematic roles more correctly, our system uses syntactic relations, semantic classes, morpheme information, position of double subject. Especially by using semantic classes, we can increase the applicability of the rules.

Range Detection of Wa/Kwa Parallel Noun Phrase using a Probabilistic Model and Modification Information (확률모형과 수식정보를 이용한 와/과 병렬사구 범위결정)

  • Choi, Yong-Seok;Shin, Ji-Ae;Choi, Key-Sun
    • Journal of KIISE:Software and Applications
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    • v.35 no.2
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    • pp.128-136
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    • 2008
  • Recognition of parallel structure at early stage of sentence parsing can reduce the complexity of parsing. In this paper, we propose an unsupervised language-independent probabilistic model for recongition of parallel noun structures. The proposed model is based on the idea of swapping constituents, which replies the properties of symmetry (two or more identical constituents are repeated) and of reversibility (the order of constituents is inter-changeable) in parallel structures. The non-symmetric patterns that cannot be captured by the general symmetry rule are resolved additionally by the modifier information. In particular this paper shows how the proposed model is applied to recognize Korean parallel noun phrases connected by "wa/kwa" particle. Our model is compared with other models including supervised models and performs better on recongition of parallel noun phrases.

Test Dataset for validating the meaning of Table Machine Reading Language Model (표 기계독해 언어 모형의 의미 검증을 위한 테스트 데이터셋)

  • YU, Jae-Min;Cho, Sanghyun;Kwon, Hyuk-Chul
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.10a
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    • pp.164-167
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    • 2022
  • In table Machine comprehension, the knowledge required for language models or the structural form of tables changes depending on the domain, showing a greater performance degradation compared to text data. In this paper, we propose a pre-learning data construction method and an adversarial learning method through meaningful tabular data selection for constructing a pre-learning table language model robust to these domain changes in table machine reading. In order to detect tabular data sed for decoration of web documents without structural information from the extracted table data, a rule through heuristic was defined to identify head data and select table data was applied. An adversarial learning method between tabular data and infobax data with knowledge information about entities was applied. When the data was refined compared to when it was trained with the existing unrefined data, F1 3.45 and EM 4.14 increased in the KorQuAD table data, and F1 19.38, EM 4.22 compared to when the data was not refined in the Spec table QA data showed increased performance.

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On the Development of Prototype Expert Collision Avoidance System of Automated Ship (자동화선의 평균예상전문가시스템 개발에 관한 연구)

  • 김시화
    • Journal of the Korean Institute of Navigation
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    • v.15 no.2
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    • pp.13-38
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    • 1991
  • This paper intends to develop a Prototype Expert Collision Avoidance System by introducing expert system techniques into the decision block of anti-collision loop. The problem domain of this study is characterized and specified by combining the concepts of anti-collision loop and knowledge -based system for collision avoidance. Domain in knowledge which may originates from the appropriate sources such as the International Regulations for Preventing Collision at Sea 1972, Marine Traffic Laws, and many texts on the subject of anticollision navigation and good seamanship is acquired and formalized into the knowledge-base system using production rule. Finally, a Prototype Expert Collision Avoidance System is built by using the CLIPS, developed by AIS NASA written in and fully integrated with the C language, and some test-and-run results of the system are demonstrated and examined. The author considers the proposed system which is named PECAS to be meaningful as a test bed for a further refined Expert Collision Avoidance System on board the Automated Ship.

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Creation of the Conversion Table from Hangeul to the Roman Alphabet

  • Kim, Kyoung-Jing;Rhee, Sang-Burm
    • Proceedings of the IEEK Conference
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    • 2002.07a
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    • pp.321-324
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    • 2002
  • For a rule-based conversion of Hangout into the Roman alphabet rather than a word-for-word conversion, one must come up with a faultless model for the Korean standard pronunciation rules, which are the basis of the Romanization. It is on this foundation that the Korean-Roman alphabet conversion table can be created. For linguistic modeling using PetriNet, modeling boundary and notation of modeling can be defined. In order to describe PetriNet, which is a dynamic modeling tool, as a static one, one can model the standard Korean pronunciation rules and the Hangout-Roman alphabet notation by conversion into incident matrix Thus, this research attempts to develop a mathematical modeling tool for a natural language using PetriNet, and create a Korean-Roman alphabet conversion table.

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A DS-QPSK Chip Design and Fabrication for Home RF Wireless Sensors (홈 RF 무선 센서를 위한 DS-QPSK 모듈의 설계 및 칩 제작)

  • Lee Young-Dong;Lee Won-Ki;Jun Soo-Hyun;Chung Wan-Young
    • Proceedings of the IEEK Conference
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    • 2004.06b
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    • pp.411-414
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    • 2004
  • This paper introduces a modulation method for digital wireless communication based on general DS-QPSK. The design and fabrication is for home networking application to a typical RF transmitter with DS-QPSK modulator. This modulator implemented using VHDL hardware programming language, the fabrication of IC chip $5{\times}5 mm^2$ was carried by 27th IDEC MPW(Multi Project Wafer) process in 0.35${\mu}m$ rule at Samsung Inc. This paper presented the important of this technology for the future application in wireless sensor. This module can be efficient usage for home network to transmit the RF wireless sensor system.

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A Study on the process planning of Deep drawing using personal computer (퍼스널 컴퓨터에 의한 디이프드로잉 공정설계의 전산화에 관한 연구 (I))

  • Choi, Jae-Chan;Jin, In-Tai
    • Journal of the Korean Society for Precision Engineering
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    • v.5 no.3
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    • pp.31-42
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    • 1988
  • This paper describes a computer aided process planning system called "Deep-Drawing", "Deep-Drawing" is designed for the drawing sequence of cylindrical and rectangular cups with or without taper and flange. The computer program has written in BASIC language with personal computer. Design Rules for process planning are formulated from process limitation, plasticity theory and experimental results including the know-how of many manufacturing factories. "Deep-Drawing" Capabilities include the analysis of drawing sequence by the determination of optimal drawing ratio, the determination of intermediate shape, dimensions, punch and die radius etc., the calculation of drawing loads and blank holder force to perform each drawing step, and the graphic outputs for the operation sheet.tputs for the operation sheet.

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The Vowel Length as a Function of the Articulatory Force of the Following Consonants in Korean

  • Kim, Dae-Won
    • Speech Sciences
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    • v.9 no.3
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    • pp.143-153
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    • 2002
  • This study was designed to determine (1) the effects of the following stop consonant on the vowel length in isolated bi-syllabic words, (2) the mechanism which renders vowels longer in duration before lax stops than tense stops, (3) where the aspiratory interval is included, in the vowel portion or the preceding consonantal portion and (4) the influence of the preceding consonants upon the duration of the following vowel. Measurements were made of five timing variables on acoustic signals as three native Korean speakers uttered isolated bi-syllabic /VCV/ words in which the vowel was identical, /$\alpha$/, and the C slot was filled with bilabial stops. Findings: (1) the vowel length before the lax stops was significantly longer than before the tense stops, while the difference in the vowel duration between the tense stops was insignificant or negligible, (2) the vowel length varied as a function of the articulatory force of the following consonants, regardless of the phonological unit of syllable, (3) The aspiratory interval is interpreted as a portion of the preceding consonant and (4) The effects of the preceding consonants on the final vowel length were not rule-governed.

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A Study on the Fault Diagnosis Expert System for 765kV Substations (765kV 변전소의 고장진단 전문가 시스템에 관한 연구)

  • Lee, Heung-Jae;Kang, Hyun-Jae
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.58 no.7
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    • pp.1276-1280
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    • 2009
  • This paper presents a fault diagnosis expert system for 765kV substation. The proposed system includes the topology processor and intelligent alarm processing subsystems. This expert system estimates the fault section through the inference process using heuristic knowledge and the output of topology processor and intelligent alarm processing system. The rule-base of this expert system is composed of basic rules suggested by Korea Electric Power Corporation and heuristic rules. This expert system is developed using PROLOG language. Also, user friendly Graphic User Interface is developed using visual basic programming in the windows XP environment. The proposed expert system showed a promising performance through the several case studies.

A Development of Chatbot for Emotional Stress Recognition and Management using NLP (자연어 처리를 이용한 감정 스트레스 인지 및 관리 챗봇 개발)

  • Park, Jong-Jin
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.67 no.7
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    • pp.954-961
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    • 2018
  • In this paper, a chatbot for emotional stress recognition and management using rule-based method and NLP is designed and developed to tackle various emotional stresses of people through questionnaire. For this, Dialogflow as open chatbot development platform and Facebook messenger as chatting platform are used. We can build natural and resourceful conversational experiences through predefined questions by using powerful tools of Dialogflow, and can use developed chatbot on the Facebook page messenger. Developed chatbot perceives emotional stresses of user by user-input which is either text or choice of predefined answer. It also gives user questions according to the user's feeling, and assess the strength of the emotional stresses, and provide a solution to the user. Further research can improve the developed chatbot by using open Korean NLP library and database of emotions and stresses.