• 제목/요약/키워드: 상관도 분석

검색결과 20,267건 처리시간 0.043초

Implementation of a Personalized Restaurant Recommendation System for The Mobility Handicapped (교통약자를 위한 맞춤형 식당 추천시스템 구현)

  • Lee, Jin-Ju;Park, So-Yeon;Kim, Seo-Yun;Lee, Jeong-Eun;Kim, Keun-Wook
    • Journal of Digital Convergence
    • /
    • 제19권5호
    • /
    • pp.187-196
    • /
    • 2021
  • The mobility handicapped are representative socially vulnerable people who account for a high percentage of our society. Due to the recent development of technology, personalized welfare technologies for the socially vulnerable are being studied, but it is relatively insufficient compared to the general people. In this study, we intend to implement a personalized restaurant recommendation system for the mobility handicapped. To this end, a hybrid recommendation system was implemented by combining the data of special transportation boarding and alighting history (7,153 cases) and information of Daegu Food restaurants (955 cases). In order to evaluate the effectiveness of the implemented recommendation system, we conducted performance comparisons with existing recommendation systems by prediction error rate and recommendation coverage. As a result of the analysis, the performance was higher than that of the existing recommendation system, and the possibility of a personalized restaurant recommendation system for the mobility handicapped was confirmed. In addition, we also confirmed the correlation in which similar restaurants are recommended in some types of the mobility handicapped. As a result of this study, it is judged that it will contribute to the use of restaurants with high satisfaction for the mobility handicapped, and the limitations of the study are also presented.

A Study on Primary Control Area for Information Security Management System (ISMS): Focusing on the Domestic Three Industries (정보보호 관리체계를 위한 주요 통제영역에 대한 연구: 국내 3개 산업을 중심으로)

  • Kang, Youn-Chul;Ahn, Jong-Chang
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • 제22권4호
    • /
    • pp.140-149
    • /
    • 2021
  • Most industries have introduced and operate an information security management system (ISMS) or a personal information security management system (PIMS) to suitably protect and maintain customer's information and company trade secrets. This study starts with the premise that it is desirable for every industry considering information security to maintain an ISMS. ISMS can be of different types among various organizations, taking into consideration culture, practical work procedures, and guidelines for information security. This study intends to derive primary control areas of an ISMS for each industry based on organizational size and audit type by analyzing non-conformity trends and control factors according to certification audits for organizations introduced for international ISMS under ISO27001. This study analyzed improvement effects of ISMS through case analyses. It is meaningful as exploratory research, although it was difficult to acquire data for empirical study because few organizations maintain certification in major industrial sectors. The requirements presented the highest frequency of non-conformity for each type from the 2013-initiated ISO27001; the years 2013 to 2020 were extracted as the primary control area. The study found that for primary control areas of ISMS for each of three industries, organizational size and audit type had differences.

Factors Affecting Nurses' Performance of Standard Precautions for Infection in Public Medical Institutions: Focusing on Knowledge and Safety Environment (공공의료기관 간호사의 감염 표준주의지침 수행도 영향요인 : 지식, 안전환경 중심으로)

  • Lee, Ji-in;Kim, Jong Kyung
    • The Journal of the Korea Contents Association
    • /
    • 제21권7호
    • /
    • pp.238-247
    • /
    • 2021
  • This study is a descriptive research to investigate the, safety environment, and performance of nurses working in public medical institutions on standard precautions for infection, and to identify factors affecting the performance of standard precautions for infection. As for the research method, data were collected through a questionnaire on 192 nurses from two public medical institutions in S city and N city, and the results were analyzed using the SPSS WIN 22.0 statistical program. From the research results, there was a significant difference in the knowledge of standard precautions according to work experience, and there was a significant difference in the safety environment of standard precautions according to the position. The average level of knowledge of standard precautions was 21.98/25 points, the average safety environment was 5.68/7 points, and the average performance was 40.28/60 points. There was a significant positive correlation between the safety environment of standard precautions and the performance of standard precautions (r=.21, p<0.01). The affecting factor on the performance of standard precautions was found to be the safety environment of standard precautions(𝛽=.22, p=.003). Therefore, to improve the performance of standard precautions for nurses' infection control in public medical institutions, Different and persistent infection management educational programs that consider the Historical situation and monitoring are required other than providing financial support and supportive safety environment.

Influence of Major Satisfaction, Communication Skills, Image of Nurses on Nursing Professionalism of Nursing Students (간호대학생의 전공만족도, 의사소통능력, 간호사 이미지가 간호전문직관에 미치는 영향)

  • Kim, Yu-Jeong
    • Journal of Korea Entertainment Industry Association
    • /
    • 제14권8호
    • /
    • pp.265-276
    • /
    • 2020
  • The purpose of this study was to investigate major satisfaction, communication skills, image of nurses and nursing professionalism, and to identify the influencing factors on nursing professionalism of nursing students. Data were collected using questionnaires from 214 students who were 3rd years in the nursing university in Gwangju, June 2019. The collected data was analyzed by descriptive statistics, pearson's correlation coefficient and stepwise multiple regression using IBM SPSS 21.0 program. The mean scores for the major satisfaction(3.71±0.53), communication skills(3.50±0.38), image of nurses(3.80±0.52), nursing professionalism(3.70±0.56) were above average. It was found that there were significant differences in the nursing professionalism depending on age, motivation for nursing clinical practice. Significant relationships were found among major satisfaction(r=.531, p=.000), communication skills(r=.531, p=.000), image of nurses(r=.836, p=.000) and nursing professionalism in nursing students. The results of stepwise multiple regression indicates that image of nurses(β=.705, p=.000) and communication skill(β=.136, p=.001) and major satisfaction(β=.133, p=.002) and predicts 72.8% in clinical practice competency(F=191.248, p<.001). In conclusion, to enhance nursing professionalism for nursing students, it is necessary to develop and utilize a program that enhances image of nurses, communication skills and major satisfaction.

The Relationship between Achievement Goal Orientation and Academic Achievement according to some Dental Hygiene Student's Choice of Teaching Method (일부 치위생과 학생의 수업방법선택에 따른 성취목표성향과 학업성취도의 관계)

  • Shin, Ae-Ri;Ha, Myung-Ok
    • The Journal of the Korea Contents Association
    • /
    • 제21권12호
    • /
    • pp.182-189
    • /
    • 2021
  • A study was conducted to identify the general characteristics of some dental hygiene students and to identify the factors affecting the achievement goal orientation and academic achievement according to the teaching method selection for increase the academic achievement of the subject in the special education environment caused by the COVID-19. In the second semester of 2020, a survey was conducted on 122 students of G University's dental hygiene department located in Gwangju, and the general characteristics and achievement goal orientation were surveyed. Academic achievement has used the midterm and final exam scores and the collected data were analyzed using Kruskal-Wallis test, Mann-Whitney U test, Pearson's correlation test, Multiple Linear Regrission. According to the general characteristics, there was a significant difference in subject understanding, subject interest, and subject satisfaction, and learning satisfaction showed a strong correlation with the completion goal tendency. There was a significant difference in academic achievement according to the class choice, and the factor that influenced the academic achievement was the case that the teaching method was chosen face-to-face. Therefore, in order to improve learners' academic achievement, it is necessary to increase the proportion of face-to-face classes and to establish an effective lesson plan that can increase the degree of subject understanding, subject interest, and subject satisfaction.

A Study on the Error Rate of Non-destructive Rebar Detection Under Different Environmental Factors (환경적 요인에 따른 비파괴 철근 탐사의 오차율에 관한 연구)

  • Kang, Beom-Ju;Kim, Young-Hwan;Kim, Young-Min;Park, Kyung-Han;Oh, Hong-Seob
    • Journal of the Korean Recycled Construction Resources Institute
    • /
    • 제9권4호
    • /
    • pp.506-513
    • /
    • 2021
  • The durability and safety of reinforced concrete structures significantly depend on the reinforcement conditions, concrete cover thickness, cracks, and concrete strength. There are two ways to accurately determine the information on reinforcing bars embedded in concrete - the local destructive method and the non-destructive rebar detection test. In general, the non-destructive rebar detection tests, such as the electromagnetic wave radar method, electromagnetic induction method, and radiation method, are adopted to avoid damage to the structural elements. The moisture content and temperature of concrete affect the dielectric constant, which is the electrical property of concrete, and cause interference in the non-destructive rebar detection test results. Therefore, in this study, the effects of the electromagnetic wave radar method and electromagnetic induction method have been analyzed according to the temperature and surface moisture content of concrete. Due to the technological advancement and development of equipment, the average error rate was less than 5% in the specimens at 24℃, irrespective of their operating principles. Among the tested methods, the electromagnetic induction method showed very high accuracy. The electromagnetic wave radar method indicated a relatively small error rate in the dry state than in the wet state, and exhibited a relatively high error rate at high temperatures. It was confirmed that the error could be reduced by applying the electromagnetic wave radar method when the temperature of the probe was low and in a dry state, and by using the electromagnetic induction method when the probe was in a wet state or at a high temperature.

Serum Resistance in Riemerella anatipestifer is Associated with Systemic Disease in Ducks

  • Wei, Bai;Seo, Hye-Suk;Shang, Ke;Zhang, Jun-feng;Park, Jong-Yeol;Lee, Yea-Jin;Choi, Yu-ri;Kim, Sang-Won;Cha, Se-Yeoun;Jang, Hyung-Kwan;Kang, Min
    • Korean Journal of Poultry Science
    • /
    • 제48권4호
    • /
    • pp.327-335
    • /
    • 2021
  • Riemerella anatipestifer (RA) can cause septicemia, polyserositis, and ataxia in ducks. It can also colonize the upper respiratory tract of healthy ducks. These differences in pathogenicity are probably the result of diverse mechanisms of virulence in different strains. Since serum resistance is a feature frequently found in systemic pathogens, 130 RA strains having different clinical origins were tested. A variety of serum susceptibility levels were detected. Pharynx strains from healthy ducks were mainly susceptible to the bactericidal effect of the serum, while systemic strains were serum resistant. Heat-treatment of the sera abolished the bactericidal activity, indicating that complement is a key factor in this effect. In an attempt to associate serum-resistance to surface determinant genes of the bacteria, we screened for six genes involved in lipopolysaccharide synthesis and membrane proteins in RA. Of these, three genes (AS87_09335, AS87_00480, and AS87_05195) encoding outer membrane proteins might be implicated in serum resistance statistically. The results indicate that serum resistance is a virulence mechanism in RA.

Physicochemical Changes of Vinegars Obtained from Bamboo and Wood during Long Term Aging (장기간 숙성에 따른 죽초 및 목초액의 이화학적 변화)

  • Ku, Chang-Sub;Mun, Sung-Phil;Park, Sang-Bum;Kwon, Su-Duk
    • Journal of the Korean Wood Science and Technology
    • /
    • 제30권4호
    • /
    • pp.74-79
    • /
    • 2002
  • Three different kinds of the crude vinegars obtained from oak(Quercus serrata), bamboo(Phyllostachys pubescens) and pine(Pinus densiflora) species were stored for approximately one year and periodically analyzed to monitor their physicochemical changes. Small changes in physical properties, such as the pH, specific gravity and amount of organic acids as well as water-soluble tar were observed in the entire course of aging period. However, the color difference of the vinegars showed a remarkable change between 7 and 10 months. In addition, these vinegars' colors changed from light yellowish orange to much deeper purple and orange during this period. The amount of organic acids and neutral compounds(dihydro-2(3H)-furanone, furfural, furfuryl alcohol, 2-hydroxy-1-methyl-1-cyclopenten-3-one, 1-hydroxy-2-propanone and methanol) in the vinegars increased or decreased periodically every three months. A good linear relationship (correlation coefficient of ca. 0.92) was obtained between the amount of organic acids and the amount of neutral compounds in such changes. However, although the amount of phenols increased or decreased periodically, its amount was decreased over the entire aging.

An Experimental Study on Crack Self-Healing and Mechanical Recovery Performance of Cement Composites Materials Using Encapsulated Expandable Inorganic Materials based Solid Healing Materials (캡슐화된 팽창성 무기재료 기반 고상 치유재 활용 시멘트 복합재료의 균열 자기치유 및 역학적 회복성능에 관한 실험적 연구)

  • Choi, Yun-Wang;Nam, Eun-Joon;Kim, Cheol-Gyu;Oh, Sung-Rok
    • Journal of the Korean Recycled Construction Resources Institute
    • /
    • 제10권1호
    • /
    • pp.92-100
    • /
    • 2022
  • In this paper, to evaluate the effect of SC on the crack self-healing performance and mechanical recovery performance of cement composites, encapsulated intumescent inorganic material-based solid healing materials were prepared. SC was mixed with cement composite materials to evaluate the basic properties, permeability test, and load reload test. SC slightly improved the flow of cement composites, and the compressive strength decreased by about 10 %. Also, the flexural strength decreased by about 30 %. It was found that when SC was mixed with the cement composite material by 5 %, the crack self-healing rate of Plain was improved by about 𝜟10 %. As a result of the load reload test, it was found that the mechanical recovery rate of Plain was improved by about 𝜟20 %. In addition, as a result of analyzing the correlation between the crack self-healing rate and the mechanical recovery rate by the load reload test, it is judged that the healing area of the Plain can be increased due to SC.

Evaluation of Compaction Quality Control applied the Dynamic Cone Penetrometer Test based on IoT (다짐품질관리를 위한 IoT 기반 DCPT 적용 평가)

  • Jisun, Kim;Jinyoung, Kim;Namgyu, Kim;Sungha, Baek;Jinwoo, Cho
    • Journal of the Korean Geosynthetics Society
    • /
    • 제21권4호
    • /
    • pp.1-12
    • /
    • 2022
  • Generally, the plate load test and the field density test are conducted for compaction quality control in earthwork, and then additional analysis. Recently developed that the DCPT (Dynamic Cone Penetration Test) equipment for smart compaction quality control its the system are able to get location and real-time information about worker history management. The IoT-based the DCPT system improved the time-cost in the field compared traditional test, and the functions recording and storage of the DPI (Dynamic Cone Penetration Index) were automated. This paper describes using these DCPT equipment on in-situ and compared to the standards of the DCPT, and the compaction trend had be confirmed with DPI as the field test data. As a result, the DPI of the final compaction decreased by 1.4 times compared to the initial compaction, confirming the increase in the compaction strength of the subgrade compaction layer 10 to 14 cm deep from the surface. A trend of increasing compaction strength was observed. This showed a tendency to increase the compaction strength of the target DPI proposed by MnDOT and the results of the existing plate load test, but there was a difference in the increase rate. Therefore, additional studies are needed on domestic compaction materials and laboratory conditions for target DPI and correlation studies with the plate load tests. If this is reflected, it is suggested that DCPT will be widely used as smart construction equipment in earthworks.