• Title/Summary/Keyword: Behavioral Problem

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Leveraging Reinforcement Learning for Generating Construction Workers' Moving Path: Opportunities and Challenges

  • Kim, Minguk;Kim, Tae Wan
    • International conference on construction engineering and project management
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    • 2022.06a
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    • pp.1085-1092
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    • 2022
  • Travel distance is a parameter mainly used in the objective function of Construction Site Layout Planning (CSLP) automation models. To obtain travel distance, common approaches, such as linear distance, shortest-distance algorithm, visibility graph, and access road path, concentrate only on identifying the shortest path. However, humans do not necessarily follow one shortest path but can choose a safer and more comfortable path according to their situation within a reasonable range. Thus, paths generated by these approaches may be different from the actual paths of the workers, which may cause a decrease in the reliability of the optimized construction site layout. To solve this problem, this paper adopts reinforcement learning (RL) inspired by various concepts of cognitive science and behavioral psychology to generate a realistic path that mimics the decision-making and behavioral processes of wayfinding of workers on the construction site. To do so, in this paper, the collection of human wayfinding tendencies and the characteristics of the walking environment of construction sites are investigated and the importance of taking these into account in simulating the actual path of workers is emphasized. Furthermore, a simulation developed by mapping the identified tendencies to the reward design shows that the RL agent behaves like a real construction worker. Based on the research findings, some opportunities and challenges were proposed. This study contributes to simulating the potential path of workers based on deep RL, which can be utilized to calculate the travel distance of CSLP automation models, contributing to providing more reliable solutions.

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Measuring the Causal Relationship among Factors Influencing Attitude toward Meat and Consumption Behavior (육류에 대한 태도와 소비행동에 영향을 미치는 요인들의 인과관계 평가)

  • Kang, Jong-Heon;Jeong, Hang-Jin
    • Journal of the Korean Society of Food Culture
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    • v.23 no.3
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    • pp.328-335
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    • 2008
  • The objective of this study was to evaluate the causal relationships among environmental belief, ambivalence, subjective norm, attitude and meat consumption behavior. A total of 318 questionnaires were completed. A structural equation model was employed to assess the causal effects of constructs. The results of the study demonstrated that the structural analysis results for the data also indicated excellent model fit. The effects of environmental belief, ambivalence, and subjective norm on attitude were statistically significant. The effects of environmental belief, subjective norm and attitude on meat consumption were statistically significant. The effects of attitude on intention were statistically significant. As had been expected, intention exerted a significant effect on meat consumption. Moreover, environmental belief and ambivalence exerted significant indirect effects on meat consumption through attitude. Subjective norm exerted a significant indirect effect on meat consumption through attitude and intention. Subjective norm also exerted a significant indirect effect on intention through attitude. In developing and testing conceptual models which integrate the relationship among behavioral belief, attitude variable, behavioral intention and meat consumption, this study may approach a deeper understanding of the complex relationship among meat consumption behavior-related variables. Greater understanding of the complex relationship among meat consumption behavior-related variables can improve the practical or managerial diagnosis of the problem and opportunities for different marketing strategies including meat production and meat product development and marketing communication.

Factors Related to Poor School Performance of Elementary School Children (국민학교아동의 학습부진에 관련된 요인)

  • Park, Jung-Han;Kim, Gui-Yeon;Her, Kyu-Sook;Lee, Ju-Young;Kim, Doo-Hie
    • Journal of Preventive Medicine and Public Health
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    • v.26 no.4 s.44
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    • pp.628-649
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    • 1993
  • This study was conducted to investigate the factors related to the poor school performance of the elementary school children. Two schools in Taegu, one in the affluent area and the other in the poor area, were selected and a total of 175 children whose school performance was within low 10 percentile (poor performers) and 97 children whose school performance were within high 5 percentile (good performers) in each class of 2nd, 4th and 6th grades were tested for the physical health, behavioral problem and family background. Each child had gone through a battery of tests including visual and hearing acuity, anthropometry (body weight, height, head circumference), intelligence (Kodae Stanford-Binet test), test anxiety (TAI-K), neurologic examination by a developmental pediatrician and heavy metal content (Pb, Cd, Zn) in hair by atomic absorption spectrophotometry. A questionnaire was administered to the mothers for prenatal and prenatal courses of the child, family environment, child's developmental history, and child's behavioral and learning problems. Another questionnaire was administered to the teachers of the children for the child's family background, arithmatic & language abilities and behavioral problem. The poor school performance had a significant correlation with male gender, high birth order, broken home, low educational and occupational levels of parents, visual problem, high test anxiety score, attention deficit hyperactivity disorder (ADHD), poor physical growth (weight, height, head circumference) and low I.Q. score. The factors that had a significant correlation with the poor school performance in multiple logistic regression analysis were child's birth order (odds ratio=2.06), male gender(odds ratio=5.91), broken home(odds ratio=9.29), test anxiety score(odds ratio=1.07), ADHD (odds ratio=9.67), I.Q. score (odds ratio=0.85) and height less than Korean standard mean-1S.D.(odds ratio=11.12). The heavy metal contents in hair did not show any significant correlation with poor school performance. However the lead and cadmium contents were high in males than in females. The lead content was negatively correlated with child's grade(P<0.05) and zinc was positively correlated with grade (P<0.05). among the factors that showed a significant correlation with the poor school performance, high birth order, short stature and ADHD may be modified by a good family planning, good feeding practice for infant and child, and early detection and treatment of ADHD. Also, teacher and parents should restrain themselves from inducing excessive test anxiety by forcing the child to study and over-expecting beyond the child's intellectual capability.

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Development of RPG-based Cognitive Behavioral Group Therapy for Reducing Delinquency in Adolescents (청소년의 비행 문제 감소를 위한 롤플레잉게임형식 인지행동 집단치료 프로그램의 개발)

  • Bae, Seonghoon;You, Sungeun
    • Korean Journal of School Psychology
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    • v.16 no.3
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    • pp.471-499
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    • 2019
  • The purpose of this study was to develop a program that reduces adolescent delinquency and enhances adolescents' social problem-solving, emotional regulation, and self-control skills and to assess the effectiveness of the program. The program was administered in the form of a role-playing game ("RPG") to increase the participants' motivation to participate in and the effectiveness of the therapy. The subjects in this study were 36 adolescents who engaged in delinquent behavior and their 18 homeroom teachers in middle schools located in Seoul and Gyeonggi Province. The subjects were randomly assigned to the experimental group or the comparison group. The experimental group received the proposed RPG-based cognitive behavioral group therapy while comparison group received problem-solving group therapy. Teachers in the experimental group were educated about how to guide their students following each therapy session while teachers in the comparison group did not receive any education. The dependent variables in this study were incidences of delinquent behavior and social problem-solving, emotional regulation, and self-control skill level. Each variable was assessed before treatment, immediately after the end of the full treatment program, and two months after the end of the full treatment program. At the end of the full treatment program, the experimental group engaged statistically significantly in fewer delinquent behaviors and displayed statistically significantly higher levels of social problem-solving, emotional regulation, and self-control skills than the comparison group. These differences persisted until the assessment two months after the end of the full treatment program. Moreover, the experimental group reported higher levels of satisfaction with the treatment program than the comparison group. The findings of this study suggest that this RPG-based cognitive behavioral group therapy program is effective at reducing adolescent delinquency, improving adolescents' social and emotional management techniques and strategies for avoiding delinquency, and in motivating delinquent adolescents to engage more actively in treatment.

A Study on forgiveness among Married Men and Women : Focusing forgiveness Process Related Variables (기혼남녀의 용서 연구 : 용서과정 관련변인을 중심으로)

  • Suh, Shin-Hwa;Choi, Youn-Shil
    • Journal of Families and Better Life
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    • v.27 no.4
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    • pp.81-101
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    • 2009
  • This study examines married couples' forgiveness and forgiveness process in order to provide basic information related to married couples' forgiveness and to identify significant variables through analyzing socio-demographic characteristics affecting forgiveness and what influences the forgiveness process variables. Based on the study, the conclusions are as follows: First, men are affected by personal and intrinsic factors and women are affected by the other person's factor in the forgiveness. Married couples all expect that self-growth and the recovery of negative emotion occur through forgiveness. It indicates that the forgiveness contains a strong selfish character and not an altruistic character for others. Second, married couples experience hurt in the martial relationship due to problems caused by relationships with the husband's family, wife's family, and relatives. There is a significant difference between men and women in the period of problem occurrence, period of worry, seriousness degree of the problem, intention status of the problem, hurt degree, unfairness status of hurt, unfairness degree of hurt, and locus of control. Third, men's forgiveness level is higher in emotional forgiveness, cognitive forgiveness, and behavioral forgiveness. Among them, there is the biggest difference of cognitive forgiveness between men and women. Also, the variable affecting forgiveness is different between men and women.

A Study on the Stress and Stress Coping Behavior of Elementary School Children (학령기 아동의 스트레스와 대처행동에 관한 연구)

  • Kim, Ju-Youn;Kim, Jung-Soon
    • Research in Community and Public Health Nursing
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    • v.10 no.1
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    • pp.252-261
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    • 1999
  • The purpose of this study was to investigate the daily stress and stress coping behavior of elementary school children. The subjects for this study were 372 children fourth, fifth and sixth graders from an elementary school in Pusan. We adopted Won - Joo Chung's research instrument (1997) for measuring stress and coping behavior in this study. Statistical techniques such as frequency, percentage, mean, standard deviation, order, and Pearson correlation were used to examine the research questions of this study. The results of this study were as follows: 1. The most common instance of stress to be experienced by all children was the stress from school life, followed by social pressures, individual pressures and family environment. 2. A positive revaluation was the most commonly used stress-coping behavior, followed by behavioral mood conversion, spiritual support, problem-facing behavior, an information search for problem-solving, physical separation for emotional relaxation, avoidance, emotional aggressiveness and emotional expression. 3. Stress-coping behavior had a positive and significant correlation with the stress score(r = .4391, p= .000). In conclusion, the stress from school life was the most common experienced by all children. While independent effort in problem-solving was unsufficient, stress coping behavior had positive results. Therefore, this study verified the necessity of minimizing the stress children experience from school life and of helping them attain desirable stress-coping behaviors.

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Factors Associated with the Problem Behaviors Perceived by Mothers of Pre-school Age Children (학령전기 아동의 어머니가 인지한 아동의 문제행동 관련요인)

  • Yoo, Il-Young;Yoo, Hyun-Jung
    • Child Health Nursing Research
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    • v.16 no.2
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    • pp.112-119
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    • 2010
  • Purpose: The purpose of this study was to identify factors associated with the problem behaviors perceived by mothers of pre-school age children. Methods: The participants were 211 mothers living in 3 cities in Korea. The data were collected from May to June 2009 using a self-reported questionnaire including demographic data, child rearing-attitude, and K-CBCL 1.5-5. The data were analyzed using SPSS WIN 12.0 version. Results: Factors related to the mothers' perception on problem behaviors of their preschool child were; first born child, economic status, rearing attitude and occupational status of mother. Conclusion: According to the result of this study, mothers reporting lower economic status perceived their children with more behavioral problems. Also, compared to the second or only child, the first born children were perceived to have more problems. Further study is needed to understand the mother and child interaction among these groups to implement appropriate parent education and counseling.

A Case Report of Problem Behavior in Adult with Severe Intellectual Disability Treated with the Korean Herbal Medicine Yokukan-san-gami (Yigan-san-jiawei) (성인 중증 지적장애에서의 문제행동에 대한 억간산가미(抑肝散加味) 치험 1례 보고)

  • Choi, Eun-ji;Suh, Hyo-weon;Chung, Sun Yong;Kim, Jong Woo
    • Journal of Oriental Neuropsychiatry
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    • v.28 no.4
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    • pp.341-347
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    • 2017
  • This case report presents a 31-year-old male intellectual disability patient with problem behavior such as food refusal and temper tantrums. He was treated with the Korean traditional herbal medicine (Yokukan-san-gami) continuously for 56 days. The effects of the treatment were measured by the frequency of his problem behavior and the score of the Korean version of Aberrant Behavior Checklist (ABC). After treatment, his challenging behavior became reduced, and his ABC score had been decreased by 24.6%. The findings from this case suggest that the Korean traditional herbal medicine (Yokukan-san) could be effective for challenging behavior in patients with intellectual disabilities.

Effects of Children's Emotional Regulation and Social Support on Gender-Specific Children's Behavioral Problems (학령기 아동의 정서 조절 능력과 아동이 지각하는 사회적 지원이 남아와 여아의 문제 행동에 미치는 영향)

  • Han, Jun-Ah;Kim, Ji-Hyun
    • Journal of the Korean Home Economics Association
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    • v.49 no.3
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    • pp.11-21
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    • 2011
  • The purposes of this study were to explore the gender differences in children's behavior problems, emotional regulation and social support, and to investigate differences between boys and girls in the interrelationships between these kinds of variables. The participants were 189 children in 4 to 6 grades and their teachers from one elementary school in Seoul. The data were analyzed using descriptive statistics, t-test, Pearson's correlation, and multiple regression. The results were as follows: (1) There were statistically significant gender differences in the children's behavior problems, emotional regulation and social support. (2) Children's negative emotion explained boys and girls acting out problems and learning problems. Children's positive emotion regulation explained boys' and girls' shy-anxious and learning problems. Boys, who perceived less support from parents, displayed more acting out behavior, boys who perceived less supports from friends showed more shy-anxious behavior, and boys who perceived less supports from teachers exhibited more learning problems.

Wandering As a Goal-Seeking Behavior: Examining Wanderers' Negotiation With the Physical Environment

  • Choi, Jaepil
    • Architectural research
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    • v.1 no.1
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    • pp.11-16
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    • 1999
  • Wandering behavior is a serious problem among the elderly in nursing homes, yet it has received relatively little study by those interested in gerontology. The research that has been done has generally regarded wandering behavior as an aimless, directionless movement. Only a few studies have addressed the problem after first assuming that wanderers have a goal to their movement, and fewer still have explored the role of the physical environment on the wanderer's behavior. None have combined the two approaches. In this paper, the physical environment will be looked at for support of the theory of wandering as a goal seeking behavior. In a pilot study using behavior maps, the movements of wanderers and non-wanderers are analyzed and compared for the amount of visual access and exposure their locations contain. While the behavioral implications of these two measurements are considered, the limitations of the results are also discussed, so that their relationship to the cause of wandering behavior may be better understood. By implying that wandering is not a totally aimless but purposeful behavior at least in the subconscious level, constructive design implications can be suggested that would make wandering a more pleasant experience for the wanderer and increase the ease of the nursing home staffs management of the problem.

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