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Similar Question Search System for online Q&A for the Korean Language Based on Topic Classification (온라인가나다를 위한 주제 분류 기반 유사 질문 검색 시스템)

  • Mun, Jung-Min;Song, Yeong-Ho;Jin, Ji-Hwan;Lee, Hyun-Seob;Lee, Hyun Ah
    • Korean Journal of Cognitive Science
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    • v.26 no.3
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    • pp.263-278
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    • 2015
  • Online Q&A for the National Institute of the Korean Language provides expert's answers for questions about the Korean language, in which many similar questions are repeatedly posted like other Q&A boards. So, if a system automatically finds questions that are similar to a user's question, it can immediately provide users with recommendable answers to their question and prevent experts from wasting time to answer to similar questions repeatedly. In this paper, we set 5 classes of questions based on its topic which are frequently asked, and propose to classify questions to those classes. Our system searches similar questions by combining topic similarity, vector similarity and sequence similarity. Experiment shows that our method improves search correctness with topic classification. In experiment, Mean Reciprocal Rank(MRR) of our system is 0.756, and precision for the first result is 68.31% and precision for top five results is 87.32%.

A Study on Establishment of Similar Expousre Groups(SEGs) for Chemical and Biological Risk Factors in Farm Work (농작업시 발생하는 화학적 및 생물학적 위험요인에 대한 유사노출작업군 설정 연구)

  • Lee, Minji;Sin, Sojung;Kim, Hyocher;Heo, Jinyoung;Ahn, Minji;Kim, Kyungran;Kim, Kyungsu
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.30 no.3
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    • pp.292-298
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    • 2020
  • Objectives: The aim of this research is to establish Similar Exposure Groups (SEGs) for chemical and biological risk factors that occur in farm work involving 24 tasks among 15 crops. Methods: To categorize SEGs, work type, work environment, and similar tasks for each crop were considered. After confirming the chemical risk factors (pesticides, inorganic dust-total dust and PM10, ammonia, and hydrogen sulfide) and biological factors (organic dust-total dust and PM10, and endotoxins) that occur in the crops and tasks, similar crops and tasks were selected as SEGs. Results: Among chemical risk factors, pesticides was selected for the SEGs, which was categorized by open field, greenhouse, fruit, and specialty crops. For inorganic dust, open field (plowing harrowing, seedling, planting, harvest, and sorting and packing) and specialty crops (plowing harrowing, seedling, planting, and harvest) were selected as SEGs. For ammonia and hydrogen sulfide, livestock (preparation of farm, management of nursery bed, feeding, shipment and manure treatment) were selected as SEGs. For biological risk factors such as organic dust (total dust, PM10) and endotoxins, open field (manure application), greenhouse (plowing harrowing, planting, manure application, and harvest), fruit (manure application), specialty crops (manure application, making furrows, mixing mushroom media, harvest, and sorting and packing), and livestock (preparation of farm, maintaining poultry litter, feeding, shipment and manure treatment) were selected as SEGs. Conclusions: To establish similar exposure groups in agriculture, it is important that the characteristics of each hazard factor are categorized by identifying risk factors occurring by tasks.

Flour Characteristics and End-Use Quality of Korean Wheats with 1Dx2.2+1Dy12 Subunits in High Molecular Weight Glutenin

  • Park, Chul-Soo;Baik, Byung-Kee;Kang, Moon-Seok;Park, Jong-Chul;Park, Jae-Gun;Yu, Chang-Yeon;Choung, Myoung-Gun;Lim, Jung-Dae
    • Preventive Nutrition and Food Science
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    • v.11 no.3
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    • pp.243-252
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    • 2006
  • White salted noodles and pan bread were prepared from Korean wheats with 1Dx2.2+1Dy12 subunits in high molecular weight glutenin subunits (HMW-GS) to evaluate the suitability for end-use products through the comparison with US wheats with various classes and commercial wheat flours. Korean wheat flours with 1Dx2.2+1Dy12 subunits showed higher SDS sedimentation volume than US wheat flours with similar protein content. Compared to wheat flours with similar protein content and SDS sedimentation volume, water absorption percent of Korean wheat flours using a mixograph was higher than that of US wheat flours, but similar to commercial wheat flours. Mixograph mixing time was similar to hard wheat flours and commercial noodle flours. Optimum water absorption percent of noodle dough from Korean wheat flours was higher than that of US wheat flours. Noodle sheets from Korean wheat flours with 1Dx2.2+ 1Dy12 subunits showed lower L values, higher a values and similar b values compared to commercial noodle flours. Hardness of cooked noodles from Korean wheat flours 1Dx2.2+1Dy12 subunits correlated positively with protein content, NIRS hardness, mixograph water absorption and gluten yield of flours. Korean wheat flours with 1Dx2.2+1Dy12 subunits showed lower loaf volume and harder crumb firmness than hard wheat flours and commercial bread wheat flours in spite of similar protein quantity and quality to hard wheat flours.

Call Admission Control for Shared Buffer Memory Switch Network with Self-Similar Traffic (Self-Similar 트래픽을 갖는 공유버퍼 메모리 스위치 네트워크 환경에서 호 수락 제어 방법)

  • Kim Ki wan;Kim Doo yong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.4B
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    • pp.162-169
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    • 2005
  • Network traffic measurements show that the data traffic on packet switched networks has the self-similar features which is different from the traditional traffic models such as Poisson distribution or Markovian process model. Most of the call admission control researches have been done on the performance analysis of a single network switch. It is necessary to consider the performance analysis of the proposed admission control scheme under interconnected switch environment because the data traffic transmits through switches in networks. From the simulation results, it is shown that the call admission control scheme may not operate properly on the interconnected switch even though the scheme works well on a single switch. In this parer, we analyze the cell loss probability, utilization and self-similarity of output ports of the interconnected networks switch by using shared buffer memory management schemes and propose the new call admission control scheme considering the interconnected network switches under self-similar traffic environments.

Hybrid Lower-Dimensional Transformation for Similar Sequence Matching (유사 시퀀스 매칭을 위한 하이브리드 저차원 변환)

  • Moon, Yang-Sae;Kim, Jin-Ho
    • The KIPS Transactions:PartD
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    • v.15D no.1
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    • pp.31-40
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    • 2008
  • We generally use lower-dimensional transformations to convert high-dimensional sequences into low-dimensional points in similar sequence matching. These traditional transformations, however, show different characteristics in indexing performance by the type of time-series data. It means that the selection of lower-dimensional transformations makes a significant influence on the indexing performance in similar sequence matching. To solve this problem, in this paper we propose a hybrid approach that integrates multiple transformations and uses them in a single multidimensional index. We first propose a new notion of hybrid lower-dimensional transformation that exploits different lower-dimensional transformations for a sequence. We next define the hybrid distance to compute the distance between the transformed sequences. We then formally prove that the hybrid approach performs the similar sequence matching correctly. We also present the index building and the similar sequence matching algorithms that use the hybrid approach. Experimental results for various time-series data sets show that our hybrid approach outperforms the single transformation-based approach. These results indicate that the hybrid approach can be widely used for various time-series data with different characteristics.

A Study on the relationship between Shin(腎) with Thyroid (신(腎)과 갑상선(甲狀腺)의 상관성(相關性)에 관(關)한 고찰(考察))

  • Park, Jong-Hyo;Han, Yang-Hee
    • The Journal of Internal Korean Medicine
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    • v.18 no.2
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    • pp.305-331
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    • 1997
  • So far we oriental medical doctors have referred to Shin(腎) as endocrine system, especially suprarenal gland, sexual gland and autonomic nervous system, thyroid etc. as well as kidney. But the sight on thyroid is weak and the relationship with Shin(腎) hasn't been suggested clearly. The purpose of this study is to find out the relationship between Shin(腎) with thyroid. The following are the results. 1. Ki Gi(氣機) of Shin(腎) is similar to the fuction of thyroid in that they are the base of human metabolism, influencing all the metabolism of human tissue. 2. Shin Yang(腎陽) and thyroid hormone are almost identical in that they are the base of Yang Gi(陽氣), the former as source of heat energy, the latter as energy hormone. 3. Shin(腎) and thyroid hormone are almost the same in that they activate growth of human body. 4. Ki Gi(氣機) of Shin(腎) such as Ju Gol(主骨), Saeng Su(生髓), Tong uh Noi(通於腦) is similar to the effects of thyroid hormone on bones, central nervous system and hair 5. The symptoms of deficiency of Shin Eum(腎陰虛) are almost identical with those of hyperthyroidism, so the process of Yang Hwa Gi(陽化氣) caused by exuberance of Yang due to deficiency of Shin Eum(腎陰虛陽亢) is similar to excessive metabolism caused by hyperthyroidism. 6. The process of Eum Seong Hyung(陰成形) caused by preponderance of Eum due to deficiency of Shin Yang(腎陽虛陰盛) is similar to the lowering of metabolism caused by hypothyroidism. 7. Deficiency of Shin Eum(腎陰虛) is similar to hyperthyroidism, deficiency of Shin Yang(腎陽虛) to hypothyroidism. But there are major difference in edema and the fuction of intestine. To conclude, Ki Gi(氣機) of Shin is similar to the function of throid in many respects. I hope that there will be further studies on the relationship beteen thyroid malfuction with deficiency of Shin Yang(腎陽虛) or of Shin Eum(腎陰虛) in the future.

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An Indexing System for Retrieving Similar Paths in XML Documents (XML 문서의 유사 경로 검색을 위한 인덱싱 시스템)

  • Lee, Bum-Suk;Hwang, Byung-Yeon
    • The KIPS Transactions:PartD
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    • v.15D no.2
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    • pp.171-178
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    • 2008
  • Since the XML standard was introduced by the W3C in 1998, documents that have been written in XML have been gradually increasing. Accordingly, several systems have been developed in order to efficiently manage and retrieve massive XML documents. BitCube-a bitmap indexing system-is a representative system for this field of research. Based on the bitmap indexing technique, the path bitmap indexing system(LH06), which performs the clustering of similar paths, improved the problem that the existing BitCube system could not solve, namely, determining similar paths. The path bitmap indexing system has the advantage of a higher retrieval speed in not only exactly matched path searching but also similar path searching. However, the similarity calculation algorithm of this system has a few particular problems. Consequently, it sometimes cannot calculate the similarity even though some of two paths have extremely similar relationships; further, it results in an increment in the number of meaningless clusters. In this paper, we have proposed a novel method that clustering, the similarity between the paths in order to solve these problems. The proposed system yields a stable result for clustering, and it obtains a high score in clustering precision during a performance evaluation against LH06.

Understanding the Phenomenon of "Clear Qi Below, Turbid Qi Above" with Reference to Symptom Patterns of the Sanghallon (Treatise on Cold Damage 傷寒論) ("청기재하(淸氣在下), 탁기재상(濁氣在上)"에 대한 고찰(考察) - 『상한론(傷寒論)』 병증(病症)과의 비교 -)

  • Park, Sang-Kyun;Bang, Jung-Kyun
    • The Journal of Korean Medical History
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    • v.32 no.1
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    • pp.33-42
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    • 2019
  • Objective : Describe the phenomenon of "clear qi below, turbid qi above" as found in the Somun Eumyangeungsangdaelon (Major Essay on Yinyang Resonances and Appearances 素問 陰陽應象大論) and compare this pattern with water-grain dysentery and flatulence symptom patterns in the Sanghallon (Treatise on Cold Damage). Method : Study the annotation of the Hwangjenaegyeong (Yellow Emperor's Internal Classic 黃帝內經) and compare the results with the Sanghallon's water-grain dysentery and flatulence. Conclusions and Results : The causes of water-grain dysentery and flatulence are associated with the ascending and descending properties of Yin and Yang. Additionally, these symptoms can also be caused by pathogenic heat, turbid pathogenic factors, and interruption of the movement of clear and turbid qi. Aspects of water-grain dysentery resemble several patterns found in the Sanghallon. If caused by a weakness of yang qi, it resembles Sayeoktang (四逆湯) syndrome. Weakness of spleen qi resembles Ijungtang (理中湯) syndrome. Flatulence is similar to fullness in the chest syndrome, which in the Sanghallon is caused by an obstruction of cold qi. If there is excessive cold, water-grain dysentery is similar to the syndrome of Gyeolhyung (結胸). If the qi is not scattered, deficiency syndrome is similar to Gyejigejagyaktang (桂枝去芍藥湯) syndrome and excess syndrome is similar to Mahwangtang (麻黃湯) syndrome. When flatulence is caused by fever in chest, it is similar to Chijasitang (梔子?湯) syndrome. When caused by heat and phlegm build up in chest, it is similar to Sipjotang (十棗湯) syndrome.

Physicochemical characterization of two bulk fill composites at different depths

  • Guillermo Grazioli ;Carlos Enrique Cuevas-Suarez ;Leina Nakanishi ;Alejandro Francia;Rafael Ratto de Moraes
    • Restorative Dentistry and Endodontics
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    • v.46 no.3
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    • pp.39.1-39.12
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    • 2021
  • Objectives: This study analyzed the physical-chemical behavior of 2 bulk fill resin composites (BFCs; Filtek Bulk Fill [FBF], and Tetric-N-Ceram Bulk Fill [TBF]) used in 2- and 4-mm increments and compared them with a conventional resin composite (Filtek Z250). Materials and Methods: Flexural strength and elastic modulus were evaluated by using a 3-point bending test. Knoop hardness was measured at depth areas 0-1, 1-2, 2-3, and 3-4 mm. The translucency parameter was measured using an optical spectrophotometer. Real-time polymerization kinetics was analyzed using Fourier transform infrared spectroscopy. Results: Flexural strength was similar among the materials, while TBF showed lower elastic modulus (Z250: 6.6 ± 1.3, FBF: 6.4 ± 0.9, TBF: 4.3 ± 1.3). The hardness of Z250 was similar only between 0-1 mm and 1-2 mm. Both BFCs had similar hardness until 2-3 mm, and showed significant decreases at 3-4 mm (FBF: 33.45 ± 1.95 at 0-1 mm to 23.19 ± 4.32 at 3-4 mm, TBF: 23.17 ± 2.51 at 0-1 mm to 15.11 ± 1.94 at 3-4 mm). The BFCs showed higher translucency than Z250. The polymerization kinetics of all the materials were similar at 2-mm increments. At 4-mm, only TBF had a similar degree of conversion compared with 2 mm. Conclusions: The BFCs tested had similar performance compared to the conventional composite when used in up to 2-mm increments. When the increment was thicker, the BFCs were properly polymerized only up to 3 mm.

A Study on the Skin Disease of Sanghanron 《傷寒論》 and Geumgweyoryak 《金匱要略》 (《상한론(傷寒論)》, 《김궤요략(金匱要略)》의 피부증상(皮膚症狀) 및 질환(疾患)에 대한 연구(硏究))

  • Kang, Na-Ru;Han, Jung-Min;Ko, Woo-Shin;Yoon, Hwa-Jung
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.25 no.1
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    • pp.55-74
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    • 2012
  • Objective : The purpose of this study is to investigate the skin disease in Sanghanron"傷寒論" and Geumgweyoryak"金匱要略". Methods : We conducted a study on the original text paragraphs of Sanghanron and Geumgweyoryak containing the skin disease and analysis of Woo, Oh, Sung, Zhang, etc. We drew a parallel between skin disease from Sanghanron and Geumgweyoryak and matching diagnoses from western medicine. Results : The results were as follows. 1. In Sanghanron and Geumgweyoryak pruritus was related to psychogenic pruritus and similar to skin disease caused by decrease of sweating, dry skin in cholinergic urticaria, atopic dermatitis and eczema, etc. in western medicine. 2. In Geumgweyoryak ichthyosis was caused by woman's disease, after menopause, chronic disease and malnutrition and related to winter itch and xerotic eczema in western medicine. 3. In Sanghanron Goose bumps, keratosis follicularis, acute and chronic urticaria and cold urticaria were occurred because of poorly managed fever care and side effect of antibiotic. 4. In Geumgweyoryak red face was similar to face flushing and side effects, which is after drug and laser treatment on face, in western medicine. 5. In Geumgweyoryak urticaria was, in a broad sense, skin disease with pruritus and secondary infection resulted from scratch. Skin diseases with pruritus are similar to urticaria, dermatitis herpetiformis, lichen planus, atopic dermatitis, contact dermatitis, psoriasis, nummular eczema, lichen simplex chronicus, prurigo nodularis, neurodermatitis and internal disease with pruritus in western medicine. 6. In Geumgweyoryak spots in the skin were caused by fever and similar to allergic purpura and SLE symptom in western medicine. 7. In Geumgweyoryak bullous disease with yellowish discharge was similar to eczema, pustule, atopic eczema, etc. in western medicine. 8. In Geumgweyoryak repeated inflammation of oral cavity, genitals, eyes and skin was similar to Behcet's disease in western medicine. 9. In Sanghanron and Geumgweyoryak boil was similar to abscess and acute lymphadenitis in western medicine caused by oily foods and infections. 10. In Geumgweyoryak swelling and boil were occurred in a poor health. Damage from metalic material could cause a convulsion and was similar to tetanus in western medicine. Conclusion : We analyzed the original text paragraphs of Sanghanron and Geumgweyoryak and explanations about skin disease. As a results, we found out etiology, pathogenesis, treatments of the skin disease in Sanghanron and Geumgweyoryak. Further we compared with western medicine to develop better understanding of the skin disease.