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Constructing the Semantic Information Model using A Collective Intelligence Approach

  • Lyu, Ki-Gon;Lee, Jung-Yong;Sun, Dong-Eon;Kwon, Dai-Young;Kim, Hyeon-Cheol
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.5 no.10
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    • pp.1698-1711
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    • 2011
  • Knowledge is often represented as a set of rules or a semantic network in intelligent systems. Recently, ontology has been widely used to represent semantic knowledge, because it organizes thesaurus and hierarchal information between concepts in a particular domain. However, it is not easy to collect semantic relationships among concepts. Much time and expense are incurred in ontology construction. Collective intelligence can be a good alternative approach to solve these problems. In this paper, we propose a collective intelligence approach of Games With A Purpose (GWAP) to collect various semantic resources, such as words and word-senses. We detail how to construct the semantic information model or ontology from the collected semantic resources, constructing a system named FunWords. FunWords is a Korean lexical-based semantic resource collection tool. Experiments demonstrated the resources were grouped as common nouns, abstract nouns, adjective and neologism. Finally, we analyzed their characteristics, acquiring the semantic relationships noted above. Common nouns, with structural semantic relationships, such as hypernym and hyponym, are highlighted. Abstract nouns, with descriptive and characteristic semantic relationships, such as synonym and antonym are underlined. Adjectives, with such semantic relationships, as description and status, illustration - for example, color and sound - are expressed more. Last, neologism, with the semantic relationships, such as description and characteristics, are emphasized. Weighting the semantic relationships with these characteristics can help reduce time and cost, because it need not consider unnecessary or slightly related factors. This can improve the expressive power, such as readability, concentrating on the weighted characteristics. Our proposal to collect semantic resources from the collective intelligence approach of GWAP (our FunWords) and to weight their semantic relationship can help construct the semantic information model or ontology would be a more effective and expressive alternative.

Multimedia Contents Recommendation Method using Mood Vector in Social Networks (소셜네트워크에서 분위기 벡터를 이용한 멀티미디어 콘텐츠 추천 방법)

  • Moon, Chang Bae;Lee, Jong Yeol;Kim, Byeong Man
    • Journal of Korea Society of Industrial Information Systems
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    • v.24 no.6
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    • pp.11-24
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    • 2019
  • The tendency of buyers of web information is changing from the cost-effectiveness to the cost-satisfaction. There is such tendency in the recommendation of multimedia contents, some of which are folksonomy-based recommendation services using mood. However, there is a problem that they does not consider synonyms. In order to solve this problem, some studies have solved the problem by defining 12 moods of Thayer model as AV values (Arousal and Valence), but the recommendation performance is lower than that of a keyword-based method at the recall level 0.1. In this paper, we propose a method based on using mood vector of multimedia contents. The method can solve the synonym problem while maintaining the same performance as the keyword-based method even at the recall level 0.1. Also, for performance analysis, we compare the proposed method with an existing method based on AV value and a keyword-based method. The result shows that the proposed method outperform the existing methods.

The influence of Chinese high and level tone and rising tone on the pitch of Sino-Korean words pronounced by Chinese learners: Focusing on synonym with the same letters (중국인의 한국어 한자어 발음에서 보이는 중국어 음평과 양평의 영향: 동형동의어를 중심으로)

  • Liu, Si-Yang;Kim, Young-Joo
    • Phonetics and Speech Sciences
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    • v.3 no.3
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    • pp.35-47
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    • 2011
  • The purpose of this study is to examine the influence of Chinese high and level vs. rising tone on the pitch pattern of corresponding Sino-Korean words delivered by Chinese learners of Korean and to examine the aspects how these two tones of corresponding Chinese words affect the pitch patterns of Sino-Korean words. Scope of this research is limited to the Chinese learners of Korean, especially when they pronounce same-form-same-meaning Sino-Korean words. In this study, Chinese learners pronounced both Chinese words and corresponding Sino-Korean words. By using the software learners' pitch pattern were recorded, analyzed, and compared with the tone of corresponding Chinese words. Experimental results showed that Sino-Korean words were affected by Chinese 'high and level tone - high and level tone', 'high and level tone - rising tone', 'high and level tone - falling-rising tone', 'high and level tone - falling tone' and 'rising tone - falling tone' when they started with lenis sounds. On the other hand when Sino-Korean words started with aspirated sounds they were affected by Chinese 'rising tone - high and level tone', 'rising tone - rising tone', 'rising tone - falling-rising tone', 'rising tone - falling tone'. In conclusion, the Chinese learners' pitch patterns of Sino-Korean words are affected by both Chinese high and level & rising tone, especially when Sino-Korean words started with lenis sounds they were more affected by Chinese high and level tone, on the other hand Chinese rising tone influence Sino-Korean words more when they were started with aspirated sounds.

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A taxonomic reexamination of Saussurea pseudogracilis (Compositae) (가야산은분취의 분류학적 재검토)

  • Sun, Eun-Mi;Jang, Jeong-Won;Kim, Byeol-Ah;Chung, Jae-Min;Son, Sung-Won;Im, Hyoung-Tak
    • Korean Journal of Plant Taxonomy
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    • v.44 no.2
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    • pp.100-110
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    • 2014
  • Saussurea pseudogracilis Kitam. is characterized by its slender leaves, small involucre and small number of involucral bracts compared to Saussurea gracilis Maxim. But some taxonomists insist that it is hard distinguih S. pseudogracilis from S. pseudogracilis. We tried to discern taxonomic identification of S. pseudogracilis by measuring and analyzing 45 qualitative characters and 42 quantitative characters on 165 specimen. S. pseudograilis was not distinguished from S. gracilis not only by qualitative characters but also by quantitative characters even on statistical analysis(PCA). Therefore, S. pseudogracilis is not independent taxonomic species and it is proper to consider S. pseudogracilis as a synonym of S. gracilis.

Taxonomic study of the Family Engraulidae(Pisces : Clupeiformes) from Korea (한국산 멸치과 어류의 분류학적 연구)

  • Youn, Chang-Ho;Kim, Ik-Soo
    • Korean Journal of Ichthyology
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    • v.8 no.2
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    • pp.33-46
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    • 1996
  • Taxonomic revision of the family Engraulidae was conducted based on the specimens collected from the coasts of Korean Peninsula from 1990 to 1995. Seven species representing four genera are reviewed, and provisional keys to the species and genera are provided with synonyms and their distributions. Thryssa adelae (Rutter, 1897) newly reported from Korea is redescribed in this paper. Thryssa kammalensis (Bleeker, 1849) is a synonym of Thryssa koreana or Thryssa chefuensis. Setipinna tenuifilis (Valenciennes, 1848) is proposed as a replacement name for Setipinna taty, Thryssa adelae (Rutter, 1897) for Thryssa mystax and Thryssa purava, Coilia nasus Schlegel 1846 for Coilia ectenes. Most species of clupeoid fishes in Korea are shared with Chinese and Japanese faunas including tropical and temperature species without endemics.

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Enhancing Document Clustering using Important Term of Cluster and Wikipedia (군집의 중요 용어와 위키피디아를 이용한 문서군집 향상)

  • Park, Sun;Lee, Yeon-Woo;Jeong, Min-A;Lee, Seong-Ro
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.49 no.2
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    • pp.45-52
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    • 2012
  • This paper proposes a new enhancing document clustering method using the important terms of cluster and the wikipedia. The proposed method can well represent the concept of cluster topics by means of selecting the important terms in cluster by the semantic features of NMF. It can solve the problem of "bags of words" to be not considered the meaningful relationships between documents and clusters, which expands the important terms of cluster by using of the synonyms of wikipedia. Also, it can improve the quality of document clustering which uses the expanded cluster important terms to refine the initial cluster by re-clustering. The experimental results demonstrate that the proposed method achieves better performance than other document clustering methods.

Taxonomic Revision of the Flounders (Pisces : Pleuronectiformes) from Korea (한국산 가자미아목 어류의 분류학적 연구)

  • Kim, Ik-Soo;Youn, Chang-Ho
    • Korean Journal of Ichthyology
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    • v.6 no.2
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    • pp.99-131
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    • 1994
  • The taxonomic revision of the flounders of the suborder Pleuronectoidei was made based on the specimens collected from the coasts of the Korean Peninsula from 1989 to 1993. The flounders of Korea are composed 34 species belonging to 24 genera and 4 families, and the keys to species, genera and families are provided with redescriptions and distributions. Three species of the flounders are found to be new to Korea : Tarphops oligolepis (Bleeker) of the family Paralichthyidae, Parabothus kiensis (Tanaka) of the family Bothidae and Pleuronectes pallasii Steindachner of the family Pleuronectidae. Laeops lanceolata, previously recorded in the Korean fish list, was found to be synonym of L. kitaharai. The fishes of the families Paralichthyidae and Bothidae were distributed in the Yellow Sea and the southern coast of Korea, while most of the flounder species of the family Pleuronectidae except Limanda yokohamae, Eopsetta grigorjewi, and Pleuronichthys cornutus were found along the eastern coast of Korea. It appears that Korean flounders are similar to those of Chinese and Japanese faunas which include tropical and temperate species without endemics.

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A study on the examples and changes of wooden member terms in Yeonggeon-euigwe (영건의궤(營建儀軌)에 실린 목부재용어(木部材用語)의 용례(用例)와 변천(變遷)에 관(關)한 연구(硏究))

  • Kim, Jae-Ung;Lee, Bong-Soo
    • Journal of architectural history
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    • v.17 no.5
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    • pp.71-94
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    • 2008
  • This study examines the examples and changes of wooden member terms in Yeonggeon-euigwe(營建儀軌) in the era of Joseon Dynasty. As a result of examining examples, about 240 wood member terms were found on the basis of phonetic value and examples different from today's term use were also confirmed. Wood member terms were derived in variety and synonym and different style, that is, coexistence or transition of several notations as the term indicating the same member was found. Derivation of detail terms has the characteristic increasing on the basis of morpheme and formation of different notation followed Chinese notation or was caused by complex coinage features like a coined word of Korea by the meaning of a word and borrowed character notation borrowing sound and it is also related to the specificity of that time which had dual language system. The typical examples without different style for long were pillar, rafter, door and window. Examples with active generation and selection of different styles included beam, capital and bracket-system terms. Different styles were caused by the combination of several notations including borrowed character in the process of Chinese character notation borrowing sound, Korean unique character emphasizing and limiting combination of 木 (wood) with side of character and Chinese. Period showing remarkable change of example notation was the compilation of ${\ll}$the Hwa-Sung-Sung-Euk-Eui-Gue${\gg}$ 華城城役儀軌. ${\ll}$the Hwa-Sung-Sung-Euk-Eui-Gue${\gg}$ is the representative type uigwe made by printed type not by handicraft. Printing by type accompanies unification of the shape of a character necessarily and it was considered that it resulted in the unification of character of different style, the number of strokes and minute difference of strokes, and it was interpreted that common use of intentional notation with the unification of the shape of a character was achieved.

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Three morphological types ot the genus Metagonimus encysted in the dace, Tribolodon taczanowskii, caught from the Sumjin River (섬진강산 황어에 피낭한 Metagonimus 속 선충의 세 가지 형태학적 유형)

  • 채종일;손운목
    • Parasites, Hosts and Diseases
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    • v.29 no.3
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    • pp.217-226
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    • 1991
  • Three morphological types of the genus Metagonimus were found encysted in the dace, Tribolodon tacganowskii, caught from the Sumjin River, Korea. They include Metagonimus Yokogawa type (M. yokogawai) , Miyata type, and Koga type according to Saito's classification. The metacercariae were experimentally fed to rats and hamsters and a total of 1,624 Metagonimus worms were recovered from their small intestine. The number of each type was 820 for Yokogawa type, 688 for Miyata type, 46 for Koga type, and 70 undetermined. The major differential keys between Yokogawa and Miyata types were in the position of two testes, distribution of uterine tubules, and size of the eggs, and the keys between Miyata and Koga types were in the position of two testes, distribution of vitelline follicles, and size of the eggs. The validity of Miyata type as a specific level should be retained until more convincing evidences are obtained. Koga type is regarded as a synonym of M. takahashii. The present results reveal that there are 3 morphological types of Metagonimus whose larvae are encysted in the dace, T. tacganowskii, from the Sumjin River. Key words: Metagcnimus yokogawai, morphological types, rats, hamsters, dace ( Tribolodon tacxanowskii) , Sumjin Rver.

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Ten new records of vascular plants for the flora of Uzbekistan (Asteraceae)

  • Tojibaev, Komiljon Sh.;Beshko, Natalya Yu.;Batashov, Avazbek R.;Karimov, Farkhod I.;Lee, Dong-Hyuk;Turginov, Orzimat T.;Usmonov, Mansur X.;Kodirov, Ulugbek H.;Tajeddinova, Dilorom
    • Korean Journal of Plant Taxonomy
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    • v.47 no.3
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    • pp.171-179
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    • 2017
  • Ten species of vascular plants newly recorded in Uzbekistan are presented. The first record of Anthemis ruthenica from the northern side of the Alay range is confirmed, and the species was found for the second time in a neighborhood of Tashkent as an alien. Carduus arabicus as a native plant in Central Asia is recorded for the first time from Western Pamir-Alay. Chondrilla brevirostris, C. macrocarpa, and C. phaeocephala are from the desert and adyrs zones. Crinitaria tatarica and Crepis mira collected from Western Tien-Shan are presented, Olgaea baldschuanica first recorded on the Babatag range of mountains as a subendemic species and Erigeron andryaloides from the Hissar range are reported here as among the flora of Uzbekistan. The former Centaurea apiculata Ledeb. was accepted as a synonym of C. scabiosa L. subsp. apiculata. All records were collected in different habitats of Uzbekistan. Taxonomic remarks, pictures and distribution maps for these species are provided.