• Title/Summary/Keyword: Group Recommendation

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MOUSAI: A Group-aware Recommendation System (MOUSAI: 공간공유 다중 사용자를 고려한 음악추천 시스템)

  • 안연하;한승현;이만재
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10b
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    • pp.508-510
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    • 2003
  • 스마트 공간은 사용자의 간섭을 최소화하면서, 사용자의 패턴. 상태, 위치등을 파악하여 사용자에게 알맞은 서비스를 제공하는 환경이다. 스마트 공간에서 개인화된 정보를 이용하여 서비스를 제공하기 위해서는 사용자의 개인화된 정보를 묵시적으로 추출할 수 있도록 모델링 해야 하며, 한 공간에서 다수의 사용자가 있을 경우에 발생할 수 있는 선호도의 충돌을 해소할 수 있도록 하여야 한다. 본 연구에서는 스카트 공간에서 음악에 대한 개인화된 정보를 추출하여 음악 서비스를 제공하는 MOUSAI 시스템을 제안하였다. MOUSAI 시스템은 한 공간에서 여러 사람이 있을 경우, 발생할 수 있는 사용자들간의 취향의 차이를 조절하여 다수의 사용자가 만족할 수 있는 음악을 선곡하여 준다 또한, 환경적 요인인 시간과 장소. 사용자의 음악에 대한 성향을 고려하여 좀 더 정확한 추천을 할 수 있도록 한다.

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Document Recommendation for Music Therapists and Patients with Neural Disorders (신경질환 환자들과 음악치료사들을 위한 음악치료 관련 문헌 추천 방법론 제안)

  • Kang, Keunyoung;Kim, Munui;Park, Lae-eun;Yang, Eunsang
    • Proceedings of the Korean Society for Information Management Conference
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    • 2017.08a
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    • pp.23-32
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    • 2017
  • Music therapy has been proved to be effective in treatment of diseases such as Alzheimer's disease. Many studies have investigated the effect of music therapy techniques on symptoms of a given disease but there has been no efforts in classifying those studies by specific symptoms of diseases, although patients, caregivers and music therapists have difficulty in discovering documents that they need to treat certain diseases. Thus, in the study, we propose a method to group music therapy-related publications by the music therapy techniques mainly used for a given disease. We expect that it will help music therapists and patients to find papers to help them to cure a specific disorder.

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Electronic Questionnaire of Organizational Citizenship, Job Satisfaction and Their Relationship to Performance Quality for Physical Education Teachers in the Western Region - KSA

  • Hesham Sayed Ahmed Abdalfatah
    • International Journal of Computer Science & Network Security
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    • v.23 no.2
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    • pp.227-236
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    • 2023
  • The research aims to identify the degree of the organizational citizenship, satisfaction and performance quality of the teachers and relationship between organizational citizenship, job satisfaction and performance quality for physical education teachers . The researcher used the descriptive method, The participants were (195) teachers. The researcher conducted the research main study in the period from 05/12/2022 to 30/12/2022 use the website to distribute and collect the questionnaire: https://www.surveymonkey.com. The researcher used the computer in the statistical processing, using the SPSS statistical program, and the following methods: Mean, SD, percentages, Correlation Coefficient, Alpha Cronbach coefficient, differences Indicator using chi2 . Conclusions: There is high degree of organizational citizenship behavior practices, job satisfaction and performance quality for some teachers at the schools. Recommendation the importance of enhancing the organizational citizenship behavior in schools, according to the positive effects of these behaviors on the individual and group performances.

A Study On Developing a Mobile App for University Students Study Matching Using an Interest-Based Recommendation Algorithm (관심도 기반 추천 알고리즘을 활용한 대학생 스터디 매칭 모바일 앱 개발)

  • Junseo Kim;Ki-Beom Song;Kyu-hyun Lee;Injeong Choi;Young-jong Kim
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.05a
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    • pp.39-41
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    • 2023
  • 본 논문에서는 대학생들의 스터디 활동을 돕는 앱의 구현 내용을 앱에서 핵심적으로 사용되는 관심도 기반 추천 알고리즘을 중점으로 소개하였다. 해당 알고리즘을 통해 이 앱은 사용자에게 더욱 높은 접근성을 제공한다. 본 논문에서는 이 알고리즘의 설계와 적용 방식을 서술하였고, 이를 통한 앱의 기대효과를 작성하였다. 본 연구의 과정은 해당 앱을 개발하는 과정을 서술하여 유사한 앱 또는 유사한 알고리즘을 활용하는 앱을 개발하는 프로젝트에서 사례로 활용될 수 있다.

Geant 4 Monte Carlo simulation for I-125 brachytherapy

  • Jie Liu;M.E. Medhat;A.M.M. Elsayed
    • Nuclear Engineering and Technology
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    • v.56 no.7
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    • pp.2516-2523
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    • 2024
  • This study aims to validate the dosimetric characteristics of Low Dose Rate (LDR) I-125 source Geant4-based Monte Carlo code. According to the recommendation of the American Association of Physicists in Medicine (AAPM) task group report (TG-43), the dosimetric parameters of a new brachytherapy source should be verified either experimentally or theoretically before clinical procedures. The simulation studies are very important since this procedure delivers a high dose of radiation to the tumor with only a minimal dose affecting the surrounding tissues. GEANT4 Monte Carlo simulation toolkit associated brachytherapy example was modified, adapted and several updated techniques have been developed to facilitate and smooth radiotherapy techniques. The great concordance of the current study results with the consensus data and with the results of other MC based studies is promising. It implies that Geant4-based Monte Carlo simulation has the potential to be used as a reliable and standard simulation code in the field of brachytherapy for verification and treatment planning purposes.

Animation Spectators' View Motive and Selection for Each of Group (애니메이션 관객의 집단별 관람동기와 선택기준)

  • So, Yo-Hwan
    • The Journal of the Korea Contents Association
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    • v.8 no.12
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    • pp.109-117
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    • 2008
  • This research analyzed which average comparisons and differences between groups' view motive and selection for information sources, product properties with theater animation spectator. Based on view frequency, each of groups' organization were classified to heavy, occasional, and thinly viewers. As average comparison analysis result, firstly, view motive appeared in order to "want to see animation", "to spend time and leisure activity", "to enjoy fun activity", and "because of others canvassing or recommendation", etc. Secondly, view selection for information source appeared in order to "rumor circumstance or reputation", "theater or TV previews", "internet evaluation and grade", etc. At last, view selection for practical property appeared in order to "story", "character", "special effects", "background music", "background art", "director/directing", "manufacturer/nation", and "dubbing of artist". As difference between group result, view motive and selection for product properties appeared significant differences between each of group. To the contrary, view selection for information sources did not appeared significant differences between each of group.

Self-checking Type, Repetitive, Education Efficacy for Temporomandibular Disorder Patients

  • Ok, Soo-Min;Kim, Kyung-Hee;Heo, Jun-Young;Ahn, Yong-Woo;Jeong, Sung-Hee
    • Journal of Oral Medicine and Pain
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    • v.40 no.2
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    • pp.72-78
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    • 2015
  • Purpose: The purpose of this research was twofold: to compare the short-term efficacy of once-off education versus repetitive education (RE) of patients suffering from temporomandibular disorders (TMDs) and to determine whether there was any correlation amongst patient demographics, recommendation adherence degree and pain levels. Methods: A total of 848 patients with TMDs were enrolled. The control group consisted of patients who received a standard conservative treatment (STD) over at least 6 visits with education provided only during the first visit. The experimental group consisted of patients who received STD but had also been given RE (STD+RE). The RE was delivered through a standardized self-assessment questionnaire (SAQ) that was completed by the patient during each visit. Pain, which included maximum comfortable opening (MCO) of the mouth and limitation of mouth opening (LOM), was compared between the two groups. Behavior pattern and reported pain level changes in the group who used the SAQ were also analyzed. Results: The LOM was significantly improved in all of the experimental group patients (especially in females under 30 years of age, p<0.05). The MCO was significantly higher in females (p=0.029). All of the patients displayed improvements in their habits following RE, which resulted in a strong correlation with pain reduction. Adhering to the recommendations regarding questions 14 and 15 of the SAQ appeared to have the greatest effect on pain reduction. Conclusions: These results clearly demonstrate that RE is more effective than once-off education for TMD patients who are female or under 30 years of age.

Development and Evaluation of Nutrition Education Program through Internet (인터넷을 이용한 영양교육 프로그램 개발 및 평가)

  • 김윤정;윤은영
    • Korean Journal of Community Nutrition
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    • v.4 no.4
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    • pp.546-553
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    • 1999
  • This study was undertaken to develop and evaluate a nutrition education program with internet for students. A survey was conducted to find out needs for nutrition education program with 430 college or high school student in October, 1997. Eighty four point eight percent of female and 36.0% of male students had a plan to reduce their weight in a near future. Forty four point four percent of subjects obtained information about weight control from mass media, 28.6% of subjects obtained from their neighbor's recommendation. The information wanted to know were high-calorie foods, answered by 42.1% of females, and calorie expenditure of exercise, answered by 31.9% of males. The obese group showed higher preferrence to sweet foods, salty foods, hot foods, convenience foods, processed foods, animal foods, fried and oily foods, and eating-out than normal group(p<0.05). The obese group also showed a tendency of bad food habits, low intake of seaweeds, high intakes of animal fat, cholesterol-rich foods and salty foods. Amount of food intakes was inappropriate in obese group. An internet program for nutrition education was developed using the results of the survey and juvenile nutrition programs. The program consisted of 6 steps ; step 1 was to check one's physical status, step 2 was explanation about good food habits, step 3 was about food management, step 4 was methods of exercise for health, step 5 included how to maintain ideal weight, and step 6 was related-internet site. Pre-education test and post-education test was conducted to evaluate the nutrition education through internet. The score of nutrition knowledge increased from $74.2{\pm}7.4$ to $77.2{\pm}9.6.$ The score of food attitude did not change. The subjects wanted more information about nutrition from internet. Therefore, internet program of nutrition education with specific and interesting topics should be developed more.

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Assessment and quantification of hurricane induced damage to houses

  • Chiu, Gregory L.F.;Wadia-Fascetti, Sara Jean
    • Wind and Structures
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    • v.2 no.3
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    • pp.133-150
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    • 1999
  • Significant costs to the public and private sectors due to recent extreme wind events have motivated the need for systematic post-hurricane damage data collection and analysis. Current post disaster data are collected by many different interested groups such as government agencies, voluntary disaster relief agencies, representatives of media companies, academicians and companies in the private sector. Each group has an interest in a particular type of data. However, members of each group collect data using different techniques. This disparity in data is not conducive to quantifying damage data and, therefore, inhibits the statistical and spatial description of damage and comparisons of damage among different extreme wind events. The data collection does not allow comparisons of data or results of analyses within a group and also prohibits comparison of damage data and information among different groups. Typically, analyses of data from a given event lead to different conclusion depending upon the definition of damage used by individual investigators and the type of data collected making it difficult for members of groups to compare the results of their analyses with a common language and basis. A formal method of data collection and analysis-within any single group-would allow comparisons to be made among different individuals, hazardous events and eventually among different groups, thus facilitating the management and reduction of damage due to future disaster. This research introduces a definition of damage to single family dwellings, and a common method of data collection and analysis suited for groups interested in regional characterization of damage. The current state-of-data is presented and a method for data collection is recommended based on these existing data collection methods. A fixed-scale damage index is proposed to consider the damage to a dwelling's feature. Finally, the damage index is applied to three dwellings damaged by Hurricane Iniki (1992). The damage index reflects the reduced functionality of a structure as a single family detached dwelling and provides a means to evaluate regional damage due to a single event or to compare damage due to events of different severity. Evaluation of the damage index and the data available support recommendation for future data collection efforts.

EFFECTS OF SURFACE TREATMENTS AND STORAGE CONDITIONS ON TARGIS/DENTIN BOND STRENGTH (Targis 표면처리가 상아질과의 전단결합강도에 미치는 영향)

  • Oh, Young-Taek;Hwang, Su-Jin;Lee, Se-Joon;Lee, Kwang-Won
    • Restorative Dentistry and Endodontics
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    • v.25 no.2
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    • pp.262-271
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    • 2000
  • The purpose of this study was to estimate shear bond strength according to difference in Targis surface treatment and storage condition. 140 non-carious extracted human molars and Targis D210(Ivoclar, Liechtenstein) were used in the present study and were divided into 7 experimental groups respectively according to surface treatment of Targis. Group 1 ; No treatment, Group 2 ; $50{\mu}m$ aluminium oxide blasting, Group 3 ; 4% HF etching for 3 minutes, Group 4 ; 4% HF etching after blasting, Group 5 ; silane treatment after blasting, Group 6 ; silane treatment after 4% HF etching, Group 7 ; silane treatment after blasting and 4% HF etching. In Each group, one half of 20 specimens was stored in distilled water at $37^{\circ}C$ for 24 hours and the other half was stored at atmosphere for 24 hours respectively. Dentin surface was etched with 10% $H_3PO_4$ for 15 seconds and luting cement(Variolink II, Vivadent, Liechtenstein) was applied by manufacturer's recommendation. Shear bond strength for each group was then measured. To examine the failure patterns after shear bond test and to observe the change after surface treatment of Targis. Specimens were fabricated and observed under the SEM. Statistical analysis was performed by One Way ANOVA test and t-test. The results were as follows ; 1. The shear bond strength of the groups stored in water significantly lower than that of groups stored at atmosphere (P<0.05). 2. There was no significant difference in shear bond strength in groups stored in water (P>0.05). 3. The shear bond strength without surface treatment of Targis were lowest among all experimental groups in atmosphere condition(P<0.05). 4. There was no significant difference in bond strength between groups using the silane or not(P>0.05). 5. The groups treated by blasting, hydrofluoric acid and silane sequentially showed highest bond strength than that of other groups in atmosphere condition, but there was no significant difference(P>0.05). 6 The proportions of the specimens showing the mixed fracture failure were 20% in HF etching group and blasting + HF group, 40% in blasting + HF + silane group in atmosphere condition. All the specimens stored in water showed adhesive fracture failure.

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