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FEATURE NETWORK-DRIVEN QUADRANT MAPPING FOR suMMARIZING CUSTOMER REVIEWS

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Journal of Systems Science and Systems Engineering 2017年第5期26卷 646-664页

作者： su Gon Cho Seoung Bum kim LINA KOREA Sambong-ro Jongro-gu Seoul Republic of Korea School of Industrial Management Engineering Korea University Anam-dong Seongbuk-gu Republic of Korea

With the rapid growth of e-commerce, customers increasingly write online reviews of the product they purchase. These customer reviews are one of the most valuable sources of information affecting selection of products or services. summarizing these customer reviews is becoming an interesting area of research, inspiring researchers to develop a more condensed, concise summarization for users. However, most of the current efforts at summarization are based on general product features without feature＇s relationship. As a result, these summaries either ignore feedback from customers or do a poor job of reflecting the opinions expressed in customer reviews. To remedy this summarization shortcoming, we propose a feature network-driven quadrant mapping that captures and incorporates opinions from customer reviews. Our focus is on construction of a feature network, which is based on co-occurrence and sematic similarities, and a quadrant display showing the opinions polarity of feature groups. Moreover, the proposed approach involves clustering similar product features, and thus, it is different from standard text summarization based on abstraction and extraction. The summarized results can help customers better understand the overall opinions about a product.

关键词： Customer review text summarization text mining feature network visualization

Electromyogram Based Personal Recognition Using Attention Mechanism for IoT Security

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Computers, Materials & Continua 2023年第11期77卷 1663-1678页

作者： Jin su kim sungbum Pan IT Research Institute Chosun UniversityGwang-Ju61452Korea

As Internet of Things(IoT)technology develops,integrating network functions into diverse equipment introduces new challenges,particularly in dealing with counterfeit *** the past few decades,research efforts have focused on leveraging electromyogram(EMG)for personal recognition,aiming to address security ***,obtaining consistent EMG signals from the same individual is inherently challenging,resulting in data irregularity issues and consequently decreasing the accuracy of personal ***,conventional studies in EMG-based personal recognition have overlooked the issue of data *** paper proposes an innovative approach to personal recognition that combines a siamese fusion network with an auxiliary classifier,effectively mitigating the impact of data irregularities in EMG-based *** proposed method employs empirical mode decomposition(EMD)to extract distinctive *** model comprises two sub-networks designed to follow the siamese network architecture and a decision network integrated with the novel auxiliary classifier,specifically designed to address data *** two sub-networks sharing a weight calculate the compatibility *** auxiliary classifier collaborates with a neural network to implement an attention *** attention mechanism using the auxiliary classifier solves the data irregularity problem by improving the importance of the EMG gesture *** results validated the efficacy of the proposed personal recognition method,achieving a remarkable 94.35%accuracy involving 100 subjects from the multisession CU_sEMG database(DB).This performance outperforms the existing approaches by 3%,employing auxiliary ***,an additional experiment yielded an improvement of over 0.85%of Ninapro DB,3%of CU_sEMG DB compared to the existing EMG-based recognition ***,the proposed personal recognition using EMG proves to secure IoT devices,off

关键词： Personal recognition electromyogram siamese network auxiliary classifier

Production of Integrated Automotive Part in High Pressure Diecasting Process Using Salt Core

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Journal of Rare Earths 2004年第Z2期22卷 57-60页

作者： Ki-Bae kim Hyun-Kwang Seok Jun-su kim Advanced Materials Research Center Korea Institute of Science and TechnologyP.O.Box 131CheongryangSeoul130-650Korea Advanced Materials Research CenterKorea Institute of Science and TechnologyP.O.Box 131CheongryangSeoul130-650Korea Research & Development CenterTechnology Union Co.Ltd742-1Paeksok-dongChonan-siChungchongnam-do330-220Korea

A new concept of salt core, a melting temperature of which is lower than the solidus temperature of cast alloy,was introduced to produce an integrated casting part having a complicated inner shape or requiring under-cut in high pressure die casting or squeeze casting process. A salt core, named a fusible core in this paper because the salt core can be easily extracted just as holding at a temperature under a solidus temperature of a casting alloy, was developed and applied to produce a fuel control part for automotive GDI engine in high pressure diecasting machine. A different salt material of a lower melting temperature than that of A1 alloy was mixed with a different ceramic particulate to improve a thermo-physical property of fusible core. The thermo-physical property of the fusible core was measured and a weight faction of the ceramic particulate was optimized. The selected core materials were poured in metallic mold by gravity to produce a fusible core for a fuel control part for automotive GDI engine. The fuel control part, which the fusible core was included inside, was successful to fabricate in a conventional diecasting machine with no melting of fusible core during casting.

关键词： salt core high pressure diecasting casting part for automotive fusible core

Prevalence of coronavirus from diarrheic calves in the Republic of Korea

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Asian Pacific Journal of Tropical Biomedicine 2018年第1期8卷 1-6页

作者： Jinho Park Du-Gyeong Han su Hee kim Jeong-Byoung Chae Joon-Seok Chae Do-Hyeon Yu kyoung-Seong Choi College of Veterinary Medicine Chonbuk National University Department of Animal Science and Biotechnology College of Ecology and Environmental Science Kyungpook National University Animal Disease & Biosecurity Team National Institute of Animal Science Rural Development Administration Laboratory of Veterinary Internal Medicine BK21 PLUS Program for Creative Veterinary Science Research Research Institute for Veterinary Science and College of Veterinary Medicine Seoul National University College of Veterinary Medicine Gyeongsang National University

Objective: To investigate the prevalence of bovine coronavirus(BCo V), bovine rotavirus, and bovine viral diarrhea virus in the feces of normal and diarrheic Korean native calves aged 1-81 days between April and October of 2016 in the Republic of Korea. Methods: Samples were obtained from 50 normal and 93 diarrheic(56 semi-formed, 28 loose, and 9 watery feces) calves in six different regions of northern and southern Korea. These fecal samples were tested for BCo V, bovine rotavirus, and bovine viral diarrhea virus by RT-PCR. Results: Among the three pathogens examined, infection with BCo V was especially prominent in relation to diarrhea among calves aged 1-21 days [odds ratio(OR)=9.3, 95% confidence interval(CI): 1.1-78.9; P=0.02). Infection with BCo V alone(OR=2.9; 95% CI: 1.1-7.6; P=0.03) or coinfection of BCo V with bovine viral diarrhea virus(OR=3.6; 95% CI: 1.0-12.4; P=0.04) was significantly associated with the development of loose feces. Grazing and colostrum intake strongly reduced the occurrence of diarrhea as compared to housed calves(OR=0.2; 95% CI: 0.1-0.4; P=0.00) and calves that had not been fed colostrum(OR=0.2; 95% CI: 0.1-0.7; P=0.02), respectively. Conclusions: The present study suggests that BCo V is involved in calf diarrhea in the Republic of Korea. Therefore, grazing and colostrum intake is recommended for preventing and controlling calf diarrhea caused by BCoV.

关键词： Calf diarrhea Bovine coronavirus Bovine viral diarrhea virus Loose feces Grazing

Activation of less affected corticospinal tract and poor motor outcome in hemiplegic pediatric patients:a diffusion tensor tractography imaging study

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Neural Regeneration Research 2015年第12期10卷 2054-2059页

作者： Jin Hyun kim su Min Son Department of Physical Medicine and Rehabilitation College of MedicineYeungnam University

The less affected hemisphere is important in motor recovery in mature ***,in terms of motor outcome in immature brains,no study has been reported on the less affected corticospinal tract in hemiplegic pediatric ***,we examined the relationship between the condition of the less affected corticospinal tract and motor function in hemiplegic pediatric *** patients with hemiplegia due to perinatal or prenatal injury（13.7±3.0 months）and 40 age-matched typically developing controls were *** patients were divided into two age-matched groups,the high functioning group（20 patients）and the low functioning group（20 patients）using functional level of hemiplegia *** tensor tractography images showed that compared with the control group,the patient group of the less affected corticospinal tract showed significantly increased fiber number and significantly decreased fractional anisotropy *** increased fiber number and significantly decreased fractional anisotropy value in the low functioning group were observed than in the high functioning *** findings suggest that activation of the less affected hemisphere presenting as increased fiber number and decreased fractional anisotropy value is related to poor motor function in pediatric hemiplegic patients.

关键词： nerve regeneration unaffected hemisphere hemiplegia corticospinal tract diffusiontensor imaging motor function neural regeneration

Reliability, Accuracy, and Use Frequency of Evaluation Methods for Amount of Tongue Coating

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Chinese Journal of Integrative Medicine 2019年第5期25卷 378-385页

作者： su-Ryun kim Dong-Hyun Nam Department of Biofunctional Medicine and Diagnosis College of Korean MedicineSangji UniversityWonju 26339Republic of Korea

Objective: To classify the evaluation methods for amount of tongue coating(TC) and investigate their reliability, accuracy, and frequency of use. Methods: Articles published from 1985 to 2015 were searched for evaluation methods for the amount of TC in PubMed and the Cochrane Library. Only clinical researches were included except protocol articles. The methods were classi?ed according to their characteristics. Results: Finally,113 articles were selected. The evaluation method for the amount of TC from the articles was classi?ed into 4 types: intuitive, specificative, computerized, and weighing TC. The reliability in the intuitive and specificative methods(κ=0.33–0.92) showed varying levels among the studies. In general, the amount of TC calculated by the speci?cative method(Spearman's r=0.68–0.80) was more strongly related to the directly measured value than to the value estimated by the computerized method(Pearson's r=0.442). The number of articles published on this topic has increased consistently, and the speci?cative method was the most frequently used. Despite the higher reliability of the computerized method, it has not been widely used. Conclusions: The high prevalence of the speci?cative method would continue in clinical practice because of its convenience and accuracy. However,to establish higher reliability, the limitation of the subjectivity of the assessors should be overcome through calibration training. In the computerized method, novel algorithms are needed to obtain a higher accuracy so that it can help the practitioners con?dently estimate the amount of TC.

关键词： tongue coating evaluation methods reliability accuracy frequency

Geometrical and Geotechnical Characteristics of Landslides in Korea under Various Geological Conditions

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Journal of Mountain Science 2015年第5期12卷 1267-1280页

作者： Kyeong-su kim Young-suk SONG Geologic Environment Division Korea Institute of Geoscience and Mineral Resources

The goal of this study is to determine the geometrical and geotechnical characteristics of landslides under various geological conditions using detailed field surveys, laboratory soil tests and precipitation records. Three study areas are selected to consider different rocks, including gneiss in Jangheung, granite in Sangju and sedimentary rocks in Pohang, South Korea. Many landslides have occurred in these three areas during the rainy *** records indicate that landslides occurring in the gneiss area of Jangheung and granite area of Sangju may be influenced by the hourly rainfall intensity rather than cumulative ***, landslides occurring in the sedimentary rock area of Pohang may be influenced by hourly rainfall intensity and cumulative rainfall. To investigate the factors that influence these types of landslides, a detailed landslide survey was performed and a series of laboratory soil tests were *** to the detailed field survey, most landslides occurred on the flanks of mountain slopes, and the slope inclination where they occurred mostly ranged from 26 to 30 degrees, regardless of the geological conditions. The landslide in the gneiss area of Jangheung is larger than the landslides in the granite area of Sangju and sedimentary rock area of ***, the landslide in the sedimentary rock area is shorter and shallower than the landslides in the gneiss and granite areas. Thus, the shape and size of the landslide are clearly related to the geological conditions. According to the integrated soil property and landslide occurrence analyses results, the average dry unit weight of the soils from the landslide sites is smaller than that of the soils obtained from the nonlandslide site. The average coefficient of permeability of soils obtained from the landslide sites is greater than that of soils obtained from the non-landslide sites with the same geology. These results indicate that the soils from the landslide site

关键词： Landslides Geological condition Geometrical characteristics Precipitation Soilproperties South Korea

Artificial synaptic and self-rectifying properties of crystalline(Na_(1-x)K_(x))NbO_(3)thin films grown on Sr_(2)Nb_(3)O_(10)nanosheet seed layers

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Journal of Materials Science & Technology 2022年第28期123卷 136-143页

作者： In-su kim Jong-Un Woo Hyun-Gyu Hwang Bumjoo kim Sahn Nahm Department of Materials Science and Engineering Korea UniversitySeoul 02841Republic of Korea KU-KIST Graduate School of Converging Science and Technology Korea UniversitySeoul 02841Republic of Korea

Crystalline(Na_(1-x)K_(x))NbO_(3)(NKN)thin films were deposited on Sr_(2)Nb_(3)O_(10)/TiN/Si(S-TS)substrates at 370°***_(2)Nb_(3)O_(10)(SNO)nanosheets served as a template for the formation of crystalline NKN films at low *** the NKN film was deposited on one SNO monolayer,the NKN memristor exhibited normal bipolar switching characteristics,which could be attributed to the formation and destruction of oxygen vacancy ***,the NKN memristor with one SNO monolayer exhibited artificial synaptic ***,the NKN memristor deposited on two SNO monolayers exhibited self-rectifying bipolar switching properties,with the two SNO monolayers acting as tunneling barriers in the *** conduction mechanism of the NKN memristor with two SNO monolayers in the highresistance state is attributed to Schottky emission,direct tunneling,and Fowler–Nordheim(FN)*** current conduction in this memristor in the low-resistance state was governed by direct tunneling and FN ***,the NKN memristor with two SNO monolayers exhibited large ON/OFF and rectification ratios and artificial synaptic ***,an NKN memristor with two SNO monolayers can be used for fabricating artificial synaptic devices with a cross-point array structure.

关键词： Bipolar switching properties Self-rectifying bipolar switching properties Artificial synaptic properties Crystalline NKN thin film Sr_(2)Nb_(3)O_(10)nanosheet seed layer

Recovery of cerebellar peduncle injury in a patient with a cerebellar tumor: validation by diffusion tensor tractography

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Neural Regeneration Research 2014年第21期9卷 1929-1932页

作者： Min-su kim Hyeong Jun Tak su Min Son Department of Neurosurgery School of MedicineYeungnam UniversityDaeguRepublic of Korea Department of Physical Medicine and Rehabilitation School of MedicineYeungnam UniversityDaeguRepublic of Korea

The cerebellum has a complex network and relates to various clinical functions including ataxia, gait disturbance, hearing and vision, cognition and affective control. Cerebellar peduncles are the structure connecting the cerebellum to the brain stem and the cerebrum. There exist three cerebellar peduncles. The superior cerebellar peduncle （SCP） involves vestibular sense and proprio- ception connecting to the thalamocortical pathway. The middle cerebellar peduncle （MCP） is the largest structure among the three cerebellar peduncles conveying impulses from the cerebral cortex to the cerebellum through corticopontocerebellar tract.

关键词： Recovery of cerebellar peduncle injury in a patient with a cerebellar tumor validation by diffusion tensor tractography DTI