• Title/Summary/Keyword: 2단계 추론

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A Study on the Computer­Aided Processing of Sentence­Logic Rule (문장논리규칙의 컴퓨터프로세싱을 위한 연구)

  • Kum, Kyo-young;Kim, Jeong-mi
    • Journal of Korean Philosophical Society
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    • v.139
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    • pp.1-21
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    • 2016
  • To quickly and accurately grasp the consistency and the true/false of sentence description, we may require the help of a computer. It is thus necessary to research and quickly and accurately grasp the consistency and the true/false of sentence description by computer processing techniques. This requires research and planning for the whole study, namely a plan for the necessary tables and those of processing, and development of the table of the five logic rules. In future research, it will be necessary to create and develop the table of ten basic inference rules and the eleven kinds of derived inference rules, and it will be necessary to build a DB of those tables and the computer processing of sentence logic using server programming JSP and client programming JAVA over its foundation. In this paper we present the overall research plan in referring to the logic operation table, dividing the logic and inference rules, and preparing the listed process sequentially by dividing the combination of their use. These jobs are shown as a variable table and a symbol table, and in subsequent studies, will input a processing table and will perform the utilization of server programming JSP, client programming JAVA in the construction of subject/predicate part activated DB, and will prove the true/false of a sentence. In considering the table prepared in chapter 2 as a guide, chapter 3 shows the creation and development of the table of the five logic rules, i.e, The Rule of Double Negation, De Morgan's Rule, The Commutative Rule, The Associative Rule, and The Distributive Rule. These five logic rules are used in Propositional Calculus, Sentential Logic Calculus, and Statement Logic Calculus for sentence logic.

Ambulatory System for Context Awareness Using a Accelerometer Sensor (가속도센서를 이용한 상황인식 시스템)

  • Jin Gye-Hwan;Lee Sang-Bock;Choi Hun;Suh Jae-Won;Bae Hyeon-Deok;Lee Tae-Soo
    • The Journal of the Korea Contents Association
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    • v.5 no.5
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    • pp.287-295
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    • 2005
  • This paper describes user context awareness system, which is one of the most essential technologies in various application services of ubiquitous computing. The proposed system used two-akial accelerometer, embedded in SenseWear(R)PRO2 Armband (BodyMedia). When it was worn on the right upper arm of the experiment subjects, MAD (mean of absolute difference) value of the sensor data was calculated to quantify the amount of the wear's activity. Using this data, PC-based fuzzy inference system was realized to distinguish human motion states, such as, lying, sitting, walking and running and to recognize the restricted emergency situations. In laboratory experiment, the amount of activities for tying, sitting, walking and running were 0.204 g/s, 0.373 g/s, 2.808 g/s and 16.243 g/s respectively. The recognition rates of human motion states were 96.7 %, 93.0 %, 95.2 % and 98.4 % respectively for lying, sitting, walking and running. The recognition rate of restricted emergency situation was 100%.

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Improvement of Photogrammetry Image Merging in Satellite Image Processing (인공위성 영상처리를 위한 사진접합정확도 향상기법)

  • Kang, In-Joon;Choi, Chul-Ung
    • Journal of Korean Society for Geospatial Information Science
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    • v.2 no.1 s.3
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    • pp.93-98
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    • 1994
  • This image of Kangseogu in Pusan, is a digital merge of aerial photos by scale of 1/1,200 map. The merge was carried out 2nd affine and bilinear interpolation. It can improve digital classification to help choose training sites and interprete classification results, and improve visual interpretation, as in this case, by adding detailed information to the multispectral TM data.

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The Relationship between Conservation Reasoning and Functional Prefrontal Lobe in Elementary School Students (초등학교 저학년 학생의 전두엽연합령의 기능과 보존논리 형성과의 관계에 대한 연구)

  • Kim, Young-Shin;Kwon, Yong-Ju;Bae, Yoon-Ju;Jeong, Jin-Su;Jeong, Wan-Ho
    • Journal of The Korean Association For Science Education
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    • v.24 no.3
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    • pp.417-428
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    • 2004
  • Conservation reasoning makes operational thought possible as a functional tool and it is the essential concept not only in the area of science and mathematics but also in several aspects of daily life. The abilities to solve mathematical problems and that of scientific reasoning and abstract way of thinking depend on whether thereis conservation reasoning or not and they are critical concepts that enables us to confirm the steps of cognitive development. Therefor in the study, we emphasized the issue that is the ways to speed up the scientific era by analyzing the correlation between the formation of conservation reasoning and neuro-cognitive variables. About 50% of 1-3 grade students did not had conservation reasoning skills. The formation of conservations was not linear. Scientific reasoning ability, planing and inhibiting ability were significantly different in levels of conservation, And, conservation reasonings were significantly correlated with cognitive variables. Scientific reasoning and planning ability significantly explained about 20% of the conservation reasoning ability of 1-3 grades.

Development of an Inquiry Analysis Framework Based on the Features of Earth Science Inquiry Methodology and the Analysis of Inquiry Activities in the 8th Grade 'Earth History and Diastrophism' Unit (지구과학 탐구의 특징을 반영한 탐구 활동의 분석틀 개발 및 '지구의 역사와 지각 변동' 단원의 탐구 활동 분석)

  • Kim, Chan-Jong;Park, In-Sun;An, Hui-Soo;Oh, Phil-Seok;Kim, Dong-Young;Park, Young-Shin
    • Journal of the Korean earth science society
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    • v.26 no.8
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    • pp.751-758
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    • 2005
  • The purpose of this study was to develop an inquiry analysis framework based on the features of earth science inquiry methodology and to analyze inquiry activities in the 8th grade 'Earth History and Diastrophism' unit by using this framework. The framework classified earth science methods as logical inference, hermeneutic, and historical methods, each of which was subdivided in consideration of its subordinate methods and characteristics. The analysis revealed that the logical inference method reflected in the unit as the 'abductive method' (70%) was used more frequently than the 'inductive' (23%) and 'deductive' (22%) methods. The hermeneutic method was found in terms of the 'forestructures of understanding' (92%), 'circular reasoning' (9%). and 'historical nature of human understanding' (17%). The historical method also used as the 'constructing proper taxonomy' (53%), 'adhering to the modem principle of uniformitarianism' (47%), and 'relic interpretation' (41%) were identified with ratios more fester than those for the 'place substituting for time in stage theorizing' (3%) and 'evaluating independent lines of inquiry for convergence' (3%).

Optimizing Similarity Threshold and Coverage of CBR (사례기반추론의 유사 임계치 및 커버리지 최적화)

  • Ahn, Hyunchul
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.8
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    • pp.535-542
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    • 2013
  • Since case-based reasoning(CBR) has many advantages, it has been used for supporting decision making in various areas including medical checkup, production planning, customer classification, and so on. However, there are several factors to be set by heuristics when designing effective CBR systems. Among these factors, this study addresses the issue of selecting appropriate neighbors in case retrieval step. As the criterion for selecting appropriate neighbors, conventional studies have used the preset number of neighbors to combine(i.e. k of k-nearest neighbor), or the relative portion of the maximum similarity. However, this study proposes to use the absolute similarity threshold varying from 0 to 1, as the criterion for selecting appropriate neighbors to combine. In this case, too small similarity threshold value may make the model rarely produce the solution. To avoid this, we propose to adopt the coverage, which implies the ratio of the cases in which solutions are produced over the total number of the training cases, and to set it as the constraint when optimizing the similarity threshold. To validate the usefulness of the proposed model, we applied it to a real-world target marketing case of an online shopping mall in Korea. As a result, we found that the proposed model might significantly improve the performance of CBR.

내부 및 외부 신호에 의한 미국 EPA의 의사결정

  • Jo, Seung-Guk
    • Environmental and Resource Economics Review
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    • v.7 no.2
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    • pp.87-109
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    • 1998
  • 1989년 미국 환경청(Environmental Protection Agency : EPA)은 유독물질통제법(Toxic Substances Control Act : TSCA)에 의해 석면을 함유하고 있는 일부 제품의 제조, 수업, 가공 및 판매를 세 단계로 나누어 금지하였다. 본 논문은 석면규제를 금지여부결정과 금지우선순위결정으로 구분하여 각 결정에 내재된 EPA의 의사결정요인들을 추론한다. 특히 본 논문은 Magat et al.(1986), Asch and Seneca(1989), Cropper et al.(1992)이 EPA의 의사결정요인들로 제시한 내부신호(internal signals, 비용과 편익의 추정치)와 외부신호(external signals, 외부집단의 참여)를 석면규제에 적용하여 이들의 역할을 고찰한다. 한편 본 논문은 규제에 의해 영향을 받는 이익집단들이 EPA의 의견수렴기간(comment period) 동안에 제출한 의견서(written comments)가 외부신호를 나타낸다고 가정한다. Probit 모형으로 추정된 금지여부결정에 있어 EPA는 TSCA의 규정을 준수하여 비용과 편익을 균형하였고, 기업과 환경보호단체의 참여도 EPA의 의사 결정에 영향을 미쳤다. 즉, 어떤 제품의 금지에 소요되는 비용이 많으면 그 제품이 금지될 확률이 작았고, 그 제품의 금지를 반대하는 기업의 의견서가 많으면 그 제품이 금지될 확률이 작았다. 그러나 외부신호가 포함된 모형에서 내부 신호의 통계적 유의성이 낮아지는 문제가 나타났다. 한편 추정결과는 금지로 인해 감소된 암 한 건에 대한 EPA의 암묵적인(implicit) 평가가 5,000만 달러가 넘는다는 것을 보여 준다. Ordered Probit 모형으로 추정된 금지우선순위결정에 있어, 편익의 단위당 비용이 작을수록, 그리고 그 제품의 금지를 찬성하는 환경보호단체의 의견서가 많을수록 그 제품은 보다 이른 단계에서 금지되었다. 이 경우 외부신호의 계수의 통계적 유의성은 높은 반면 내부신호의 계수의 통계적 유의성은 상대적으로 낮았다.

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Ontology Parser Design for Speed Improvement of Ontology Parsing (온톨로지 파싱 속도향상을 위한 온톨로지 파서 설계)

  • Kim, Won-Pil;Kong, Hyun-Jang
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.47 no.4
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    • pp.96-101
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    • 2010
  • The core study of semantic web is the efficiency of ontology parsing. The ontology parsing and inference is based on the significant information retrieval which is the ultimate purpose of semantic web. However, most existing ontology writing tools were not processing the efficient ontology parsing. Therefore, we design the two steps ontology parser for extracting the all facts, are included in the ontology, more fast in this study. In the first step, the token extractor collects the all tokens of ontology and the triple extractor extracts the statements in the collected tokens. In conclusion, we confirm that which is designed in this study, processes the ontology parsing more faster than the existing ontology parsers.

Developing the Deep Text-to-Ontology Generator based on Neuro-Symbolic Architecture (뉴로-심볼릭 구조 기반 온톨로지 생성기 제안)

  • Hyeoung-Cheol Park;Eun-Su Yun;Min-Jeong Kim;Hui-Jae Bae;Yu-Jin Shin;Jee-Hang Lee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.672-674
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    • 2023
  • 본 논문은 뉴로-심볼릭 구조를 바탕으로 일반 텍스트로부터 온톨로지 생성이 가능한 심층 신경망 기반 온톨로지 추출기를 제안한다. 온톨로지 추출 단계를 (i) 온톨로지 학습 및 (ii) 온톨로지 생성의 2 단계로 상정, (i) 일반 텍스트로부터 문장 구조 및 논리적 관계를 학습하는 트랜스포머 기반 심층 생성 신경망 출력을 이용하여 (ii) 계층적으로 결합한 심볼릭 추론기로 온톨로지를 생성하는 뉴로-심볼릭 구조 온톨로지 추출기를 구현하였다. 1800 개 훈련 집합으로 학습 후 200 개 테스트 집합으로 평가한 결과, 정확도 91.9%, Precision 100%, Recall 99.1%로 비교 모델 OpenIE 의 성능에 비해서 각각 83.8%, 1.8%, 3.5% 개선된 것을 확인하였다. 정성적 품질에 있어서, 복잡한 문장 (예: 관계대명사, 접속사, 중첩 구조)에서도 비교 모델에 비해 더 정밀한 온톨로지 생성 결과를 보였다.

The Analysis of Relationship between Error Types of Word Problems and Problem Solving Process in Algebra (대수 문장제의 오류 유형과 문제 해결의 관련성 분석)

  • Kim, Jin-Ho;Kim, Kyung-Mi;Kwean, Hyuk-Jin
    • Communications of Mathematical Education
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    • v.23 no.3
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    • pp.599-624
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    • 2009
  • The purpose of this study was to investigate the relationship between error types and Polya's problem solving process. For doing this, we selected 106 sophomore students in a middle school and gave them algebra word problem test. With this test, we analyzed the students' error types in solving algebra word problems. First, We analyzed students' errors in solving algebra word problems into the following six error types. The result showed that the rate of student's errors in each type is as follows: "misinterpreted language"(39.7%), "distorted theorem or solution"(38.2%), "technical error"(11.8%), "unverified solution"(7.4%), "misused data"(2.9%) and "logically invalid inference"(0%). Therefore, we found that the most of student's errors occur in "misinterpreted language" and "distorted theorem or solution" types. According to the analysis of the relationship between students' error types and Polya's problem-solving process, we found that students who made errors of "misinterpreted language" and "distorted theorem or solution" types had some problems in the stage of "understanding", "planning" and "looking back". Also those who made errors of "unverified solution" type showed some problems in "planing" and "looking back" steps. Finally, errors of "misused data" and "technical error" types were related in "carrying out" and "looking back" steps, respectively.

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