• 제목/요약/키워드: Information behaviors

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Enhancing cloud computing security: A hybrid machine learning approach for detecting malicious nano-structures behavior

  • Xu Guo;T.T. Murmy
    • Advances in nano research
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    • 제15권6호
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    • pp.513-520
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    • 2023
  • The exponential proliferation of cutting-edge computing technologies has spurred organizations to outsource their data and computational needs. In the realm of cloud-based computing environments, ensuring robust security, encompassing principles such as confidentiality, availability, and integrity, stands as an overarching imperative. Elevating security measures beyond conventional strategies hinges on a profound comprehension of malware's multifaceted behavioral landscape. This paper presents an innovative paradigm aimed at empowering cloud service providers to adeptly model user behaviors. Our approach harnesses the power of a Particle Swarm Optimization-based Probabilistic Neural Network (PSO-PNN) for detection and recognition processes. Within the initial recognition module, user behaviors are translated into a comprehensible format, and the identification of malicious nano-structures behaviors is orchestrated through a multi-layer neural network. Leveraging the UNSW-NB15 dataset, we meticulously validate our approach, effectively characterizing diverse manifestations of malicious nano-structures behaviors exhibited by users. The experimental results unequivocally underscore the promise of our method in fortifying security monitoring and the discernment of malicious nano-structures behaviors.

세월호 비극에 대한 온라인 커뮤니티의 협력적 정보행동에 관한 탐색적 요인 분석 연구 (An Exploratory Factor Analysis on the Collaborative Information Behaviors of an Online Community Responding to the MV Sewol Tragedy)

  • 이지수
    • 한국도서관정보학회지
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    • 제54권1호
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    • pp.191-220
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    • 2023
  • 이 연구는 특정 온라인 커뮤니티 회원들이 어떤 사회적 정보행동을 통해 성공적인 집단행동을 이루어 가는지 탐구하고자 하였다. 세월호 비극에 대한 대답으로서, MissyUSA 회원들은 커뮤니티를 통해 빠르게 정보를 공유하고 자원을 동원함으로써, NYT 광고 캠페인을 성공으로 이끌었다. 이전 연구의 후속연구인 이 연구는 이차분석을 통해 이전 연구에서 밝혀진 다양한 정보행동 사이의 관계를 파악하고자 하였다. 탐색적 요인분석을 통해 19개의 정보행동들은 8가지 요인으로 범주화되었다. 집단적 정체성 확인과 자원동원과 같은 2가지 요인은 전통적인 정치학에서 강조하는 요인이자 이전 연구에서 밝혀진 결과와 상통함을 보여준다. 협력적 의사결정, 긴장의 처리, 브레인스토밍 등 3가지 요인은 온라인상에서 집단행동에 나서는 이용자들에게 물리적 조직이나 대면 의사소통 없이도 의사소통과 자원동원을 극대화하는데 중요한 요인으로 나타났다. 분노의 표출, 보이콧, 계획 등 새롭게 보고된 3가지 요인은 커뮤니티 회원들이 분노의 감정을 어떻게 사용하고 참고적 정보를 활용하여 보이콧 행동에 나서는지, 후속 집단행동을 어떻게 계획하고 준비하는지를 보여주었다. 본 연구는 탐색적 요인 분석 기법을 통해 이전 연구 결과를 입증하고 협력적 정보행동과 관련한 새로운 요인들을 발견함으로써 이전 연구 결과를 확장하였다는 점에 의의가 있다.

청소년의 개인정보보안 인식이 보안의도와 보안행동에 미치는 영향에 관한 연구 (A Study on the Influence of the Perception of Personal Information Security of Youth on Security Attitude and Security Behavior)

  • 박경아
    • 한국산업정보학회논문지
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    • 제24권4호
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    • pp.79-98
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    • 2019
  • 본 논문은 인터넷을 사용하면서 심각해지는 개인정보위험에 대해 청소년들의 개인정보와 관련된 태도와 보안행동을 합리적 행동이론과 보호동기이론을 바탕으로 실증적인 데이터를 이용하여 알아보았다. 인터넷 등을 사용하면서 개인정보위험에 대한 개인의 보안행동을 알아보기 위해 사회적 영향요인으로 주관적 규범과 개인적인 특성인 자기 효능감과 보안 태도, 보안의도, 개인혁신성이 보안 행동에 어떠한 영향을 주는지 청소년을 대상으로 확인하였다. 통계 패키지인 엑셀, SPSS 21.0과 SmartPLS2.0.M3를 통해 실증연구를 진행하였다. 연구결과는 정보기기와 인터넷을 사용하는 청소년들의 보안태도와 행동이 밀접하게 관련되어 있고, 청소년에게 영향을 미치는 사회적 영향인 주관적 규범과 개인적 성향인 자기효능감, 보안태도는 보안행동에 큰 영향을 미치고 있음을 연구결과를 통해 알 수 있었다. 청소년들이 새로운 기술을 사용하고 접하는 과정에서 보안의 중요성을 알고 보안행동으로 연결될 수 있도록 지속적인 교육을 통해 안전하게 개인정보를 지켜나갈 수 있도록 해야 할 것이다.

임상실습을 경험한 간호대학생의 코로나바이러스감염증-19 (COVID-19) 관련 정보이해력, 위험인식 및 위기소통이 예방행위에 미치는 영향 (Effects of Information Literacy, Risk Perception and Crisis Communication Related to COVID-19 on Preventive Behaviors of Nursing Students in Clinical Practice)

  • 정영주;박진희;김희선
    • 융합정보논문지
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    • 제12권3호
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    • pp.66-74
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    • 2022
  • 본 연구에서는 간호대학생의 코로나바이러스감염증-19 (Corona Virus Disease-19, COVID-19)에 대한 정보이해력, 위험인식 및 위기소통이 COVID-19 관련 예방행위에 미치는 영향을 확인하기 위해 시도되었다. 본 연구는 간호대학생 3,4학년 187명을 대상으로, 2020년 6월 25일부터 7월 3일까지 구조화된 설문지를 사용하여 자료를 수집하였고, 자료분석은 SPSS/WIN 26.0 프로그램을 이용하였다. 회귀분석 결과, 위기소통(β=0.30 p<.001), 정보이해력(β=0.29, p<.001), 위험인식(β=0.19 p=.004) 순으로 예방행위에 영향을 미치는 것으로 나타났으며, 총 모델 설명력은 27%였다. 본 연구는 간호대학생의 COVID-19 예방행위 향상을 위한 프로그램 개발시에 COVID-19와 관련하여 개인, 가족 및 사회 간의 위기사건에 대한 정보를 교환하는 소통과정을 활성화하고, 정보접근 및 이해력 수준을 향상시킴과 동시에 질병에 대한 위험인식을 높여야함을 시사하고 있다.

지역사회 노인 고혈압 환자의 건강정보이해능력이 고혈압 자가관리행위에 미치는 영향 (The impact of health literacy on self-care behaviors among hypertensive elderly)

  • 오지혜;박은옥
    • 보건교육건강증진학회지
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    • 제34권1호
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    • pp.35-45
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    • 2017
  • Objectives: This study thus set out to examine the health literacy and self-care behaviors of community-dwelling elderly patients with hypertension and investigate their relations and influential factors, thus providing basic data to develop a nursing intervention program to promote self-care behaviors among hypertension patients. Methods: The subjects include 180 hypertension patients using community health centers, public senior centers, and welfare centers in Jeju. Results: The subjects scored a mean of 49.8 (${\pm}12.4$) points on health literacy and 55.8 (${\pm}6.7$) points on self-care behaviors. In the results of hierarchical regression analysis, health literacy independently predicted self-care behaviors (${\beta}=.12$, p=.050) after controlling for general characteristics, hypertension-related knowledge and self-efficacy. Conclusions: These results suggest that interventions for improving health literacy are important to enhance elder's ability of self-care behaviors. It is necessary to understand the health literacy of elderly patients with hypertension before providing them with educational intervention and information and to develop appropriate educational materials and intervention programs.

Identification of weight-control behaviors practiced by diverse groups of college students

  • Lee, Soo-Kyung;Keenan, Debra Palmer;Ryu, Ho-Kyung
    • Nutrition Research and Practice
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    • 제1권3호
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    • pp.218-223
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    • 2007
  • This study investigated: 1) what weight-related behaviors college students practiced; 2) if the behaviors were performed for weight-related reasons; and 3) whether the behavioral practices differed by gender, race, and body weight status. This cross-sectional study used a questionnaire to collect information from a non-probability sample of undergraduate students (n=379; 48% men) recruited from large introductory psychology classes. Chi-square tests were conducted to examine simple comparisons, and multiple logistic regression analyses assessed differences. Male students reported adopting significantly fewer weight-related behaviors than females. Most frequently males increased exercise (69.2%), increased fruit and vegetable consumption (50%), skipped meals (46%), cut out sweets and junk foods (40%), and cut out between-meal snacks (35%). Female students most frequently increased exercise (67.4%), skipped meals (63%), increased fruit and vegetable consumption (62%), reduced the amount of food eaten (60%), and cut out between-meal snacks (51%). Negative behaviors were engaged in by only a few participants. Weight-related reasons were a significant factor for weight-related behavior adoption. Multiple logistic regression analyses showed that gender was consistently and significantly associated with the adoption of weight-related behaviors, while race and weight status were less consistently associated. Findings of this study will be helpful to dietitians who counsel college students. Results of this study may support effects to bring more comprehensive behaviorally-focused health md nutrition interventions to college campuses.

치열교정환자의 투명 교정장치에 대한 지식 및 자가관리행태 (Knowledge and self care behaviors of orthodontic patients using clear aligner)

  • 황다혜;윤현경;황태윤
    • 한국치위생학회지
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    • 제14권4호
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    • pp.539-545
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    • 2014
  • Objectives : The purpose of the study is to investigate the knowledge and self care behaviors of orthodontic patients using clear aligner. Methods : A total of 181 orthodontic patients using clear aligner in Daegu filled out the self-reported questionnaire from September 6 to October 18, 2010. and 162 subjects completed orthodontic treatment. Results : There existed a significant difference in knowledge and self care behaviors between gender and wearing duration of clear aligner(p<0.01). Treatment duration influenced significantly on the score of self care behaviors(p<0.01) and the high score of self care behavior showed in short duration of treatment. Conclusions : Self care behaviors were closely correlated with treatment duration. An information for the clear aligner will be helpful to improve the knowledge and self care behaviors.

중년 남성 소비자의 객체화 신체의식에 따른 의복 및 화장품 구매행동 연구 (A Study on Middle Aged Male Consumer' Clothing and Cosmetics Purchasing Behaviors according to Objectified Body Consciousness)

  • 이미숙
    • 한국의상디자인학회지
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    • 제19권3호
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    • pp.127-142
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    • 2017
  • The purpose of this study was to investigate the clothing and cosmetics purchasing behaviors of middle aged male consumers according to objectified body consciousness. The subjects were 329 male adults aged from 40 to 59, and measuring instruments consisted of objectified body consciousness, clothing and cosmetics purchasing behaviors, and subjects' demographics attributions. The data were analyzed by factor analysis, cluster analysis, multiple response analysis, cross tabs analysis, and $x^2$ test using the SPSS program. The results were as follows. First, three factors (body shame, body surveillance, and control belief) emerged on objectified body consciousness. Second, subjects were divided into 2 groups (objectified group and non-objectified group) by objectified body consciousness. Third, these two consumer groups showed many differences regarding clothing and cosmetics purchasing behaviors. The objectified group showed many more positive clothing and cosmetics purchasing behaviors than the non-objectified group in terms of purchase motives, selection criteria, information source, purchase place, and purchase cost per month. These results show that objectified body consciousness is a useful variable for understanding adult male clothing and cosmetics purchasing behavior and to segment the male consumer market effectively.

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서울시내 정상 또는 저체중 여중생의 다이어트 행위 실태와 관련요인 분석 (A Study on Dieting Behaviors and Related Factors among Normal or Low-weight Middle School Girls in Seoul)

  • 박선희
    • 한국학교보건학회지
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    • 제14권1호
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    • pp.115-130
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    • 2001
  • Dieting behaviors prevail among most women and are highly increasing among female adolescents who don't have to lose weight. The dieting behaviors of normal or low weight groups are highly related to the negative impact of health risk behaviors. We need a strategy for intervening in the dieting behaviors of relevant groups. With this background, a study was conducted to examine the current situation of dieting behaviors and related factors in middle school girls, and to provide guidelines for the relevant dieting group. This survey was carried out by self-questionnaires passed out to 901 middle school girls from 3 middle schools in Seoul. Data were collected from April 10th, 2000 to April 17th, 2000 and 794 respondents' data were finally selected for analysis. The instruments of this study were Shin's scale for effects of mass-media, Birleson's depression self-rating scale translated by shim, Rosenberg's self-esteem scale, Smilkstein's Family APGAR score translated by Yoon, Kim's school-related adjustment scale. The credibility of instruments was 0.41~0.83 in the pilot study and 0.70~0.86 in the main study. The summary of results was as follows: 1. The general characteristics of respondents were analyzed. In comparison of grade and dieting behaviors, the subjects of the group perceived that their body image was obeser than their real body image and their ideal body image was slenderer than their current body image. A dieter's body image was seriously distorted. 2. The dieting behaviors were analyzed. The Subjects' BMI was within the normal to low range -- they didn't have to lose weight. But actually 47.3% of the respondents were dieters. Their main dieting methods were exercise(71.8%), computer games(64.9%) such as DDR and pump, and intake reduction(64.1%). Most dieters were using desirable methods such as exercise and intake control. But unhealthy methods such as saunax, smoking and harmful drug-use were also used by a few dieters. The main reason for dieting was attractiveness. The chief resources of dieting methods were mass-media(67.8%), friends(64.3%), and parents & relatives(35.1%). Only a few subjects obtained the information from health professionals. While they were trying to lose weight, 42.1% of the subjects experienced side effects such as dizziness(45.0%), apathy(20.5%), appetite loss(18.5%), amenorrhea and the irregularity of the menstrual cycle(16.6%). 3. The relationship between dieting behaviors and factors was analyzed. Dieting behaviors were significantly related to the experience of menarche, the experience of dating with heterosexuals, perceived body image, self-esteem, depression, family's relationship, school instruction-related adjustment, school life-related adjustment, and the effect of mass-media. After that, the multiple logistic regression was used. The analysis revealed that dating, perceived body image, the experience of menarche and the effect of mass media were significant factors. In conclusion, strategies for preventing irrelevant dieting behaviors are urgently required to enhance female adolescents' ability to choose the right information from countless others and to recognize their optimum body image.

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사회과 교사의 정보추구행태 분석을 통한 교육정보서비스 제안 (Analysis of Information Seeking Behaviors of Social Science Teachers According to Their Tasks)

  • 임정훈;이종욱;이병기
    • 한국비블리아학회지
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    • 제30권3호
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    • pp.223-244
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    • 2019
  • 본 연구는 사회과 교사의 과업에 따른 정보추구행태를 분석하여 이들에게 필요한 교육정보서비스를 제안하는 데 목적이 있다. 이를 위해 대전지역 13명의 사회과 교사를 대상으로 반 구조화된 심층 면담을 실시하였고, 수집한 자료는 Leckie, Pettigrew and Sylvain의 정보추구모형을 적용하여 분석하였다. 분석 결과, 사회과 교사의 정보요구는 업무 역할과 과업에 따라 내재적 및 외재적 동기에 의해 발생하였다. 그리고 정보요구의 성질인 반복성, 예측 가능성, 긴급성, 난이성은 정보추구행태에 영향을 줄 수 있는 것으로 나타났다. 사회과 교사는 정보요구를 해결하기 위해 웹 정보, 도서정보, 인적정보 등 다양한 정보원을 이용하는 것으로 나타났으며, 정보원 인식에 미칠 수 있는 요인으로는 신뢰성, 정보의 질, 정보제공 형태, 앞선 정보탐색 성공 경험 여부 등이 식별되었다. 나아가 정보원에 대한 인식 변화를 비롯하여 정보원 이용 빈도를 파악할 수 있었다. 이를 토대로 사회과 교사를 위한 정보서비스로 다양한 유형의 자료 통합제공 서비스, 정보 리터러시 교육, 인적 네트워크 서비스, 도서추천서비스 등을 제안하였다.