• Title/Summary/Keyword: VISITOR BEHAVIOR

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Estimating Interest Levels based on Visitor Behavior Recognition Towards a Guide Robot (안내 로봇을 향한 관람객의 행위 인식 기반 관심도 추정)

  • Ye Jun Lee;Juhyun Kim;Eui-Jung Jung;Min-Gyu Kim
    • The Journal of Korea Robotics Society
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    • v.18 no.4
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    • pp.463-471
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    • 2023
  • This paper proposes a method to estimate the level of interest shown by visitors towards a specific target, a guide robot, in spaces where a large number of visitors, such as exhibition halls and museums, can show interest in a specific subject. To accomplish this, we apply deep learning-based behavior recognition and object tracking techniques for multiple visitors, and based on this, we derive the behavior analysis and interest level of visitors. To implement this research, a personalized dataset tailored to the characteristics of exhibition hall and museum environments was created, and a deep learning model was constructed based on this. Four scenarios that visitors can exhibit were classified, and through this, prediction and experimental values were obtained, thus completing the validation for the interest estimation method proposed in this paper.

A Study on the Post Occupancy Evaluation of Urban Arboretum -Focused on The Daejeon Hanbat Arboretum- (도시수목원의 이용후평가에 관한 연구 -대전시 둔산대공원 내 한밭수목원을 대상으로-)

  • Noh, Hee-Kyung;Oh, Do-Kyo;Kim, Se-Bin
    • Korean Journal of Agricultural Science
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    • v.37 no.1
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    • pp.27-35
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    • 2010
  • A study examined visitors' satisfaction to urban arboretum in Daejeon metropolitan city, and analyzed utilization status. Also, the study was based on POE. POE is a last phase in the environmental planning and design process that follows the sequence of planning, programing, design construction, and use of a project. Urban arboretum contribute to improvement in the quality of living by providing urban citizens with places for refreshment, natural have important values on urban environment and to promote the quality of life for urbanite. So, the study aims to present data on the human activities responding to the physical environment of 'the Daejeon Hanbat Arboretum' by evaluating visitor's behavior and activity, visiting motivations, preference patterns, and the degree of visitor's satisfaction. This study is conducted by multi-method such as interviews and questionnaires surveys. On-site questionnaire surveys were conducted in the Hanbat arboretum on October 25-31 of 2009. Total of 265 questionnaires were analyzed for this study. The analysis of data was used SPSS 18.0 statistical analysis program. Data from visitors was analyzed by descriptive statistics, frequency analysis, multiple response analysis, and Anova. Then, the outcome will be compared and evaluated to install urban arboretum that reflect the desires of users in the future.

A Basic Study on How to Improve the Management and Operation of Maritime or Coastal National Parks as Based on the Analysis of the Basic Statistical Data on National Parks (국립공원 기초통계자료분석을 기반으로 한 해상·해안형 국립공원 관리운영개선에 대한 기초 연구)

  • Lee, Hee-Won;Yeom, Sung-Jin
    • Journal of Environmental Science International
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    • v.28 no.9
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    • pp.751-763
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    • 2019
  • National parks, which are preserved areas of $6,726.298km^2$($3,972.589km^2$ on land and $2,753.709km^2$, at sea), take up 6.71% of the national territory, and they are classified by type into 17 mountain parks, 4 maritime or coastal parks, and 1 historical site park. Of them all, the maritime or coastal national parks, which are preserved areas covering wide tracts of maritime, lately attract increasing numbers of visitors. In this light, this study identifies the issues with the maritime or coastal national parks such as the changes in the number of visitors and the unbalance involved in the budget execution, based on the visitors to the national parks and the specifics of budget executed for them. On this basis, the study has conducted the research with a view to suggesting improvements for more useful management and operation of the maritime or coastal national parks. As a result, the study has reached the following conclusions. First, to accommodate those who want to visit the maritime or coastal national parks, the tour infrastructure needs to be expanded to guide the visitors' use of the facilities by focusing on their touring behavior and characteristics. Second, budget should be acquired through diversifying revenue structure to eliminate hugely unbalanced budget. Third, visitors nowadays come to national parks for recreational experience or to tour nature, but the maritime or coastal national parks focus on cultural facilities. To accommodate the visitors' needs, the parks should get diversified visitor facilities that reflect the regional characteristics.

Does Visitation Dictate Animal Welfare in Captivity? : A Case Study of Tigers and Leopards from National Zoological Park, New Delhi

  • Gupta, Avni;Vashisth, Saurabh;Sharma, Mahima;Hore, Upamanyu;Lee, Hang;Pandey, Puneet
    • Proceedings of the National Institute of Ecology of the Republic of Korea
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    • v.3 no.2
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    • pp.103-114
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    • 2022
  • Zoological Parks house exclusive animal species, thus creating a source of education and awareness for visitors. Big cats like tigers and leopards are among the most visited species in zoos globally. However, they often display stressful or stereotypic behaviours. Such behaviours are influenced by multiple factors including visitors, animal history, and captive environment. To understand this impact, we investigated the behavioural response of tigers and leopards to visitation, captive, and biological factors. The behaviour of eight big cats housed in the National Zoological Park, New Delhi, was monitored using focal sampling technique during May and June 2019. We recorded the captive and biological factors and visitor density for the subjects. The study revealed high proportions of inactive and stereotypic behaviours amongst the species. Tigers and leopards were found to perform stereotypic behaviours for 22% and 28% of their time, respectively. Generalised Linear Models revealed a significant variation of stereotypy in association with the factors. Stereotypy was influenced by visitor density, age, sex, breeding history, coat colour, and enclosure design. Adults, males, white-coated, previously bred, and those housed in smaller and simple enclosures display more stereotypy than young, females, normal-coated, unbred, and those housed in larger and complex enclosures, respectively. A high density of visitors induced more stereotypic behaviours amongst the big cats. As providing entertainment and awareness amongst the public is one of the fundamental objectives of the zoo, visitors can not be avoided. Thus, we suggest providing appropriate enrichments that would reduce stereotypies and promote naturalistic behaviours.

Weblog Analysis of University Admissions Website using Google Analytics (구글 애널리틱스를 활용한 대학 입시 홈페이지 웹로그 분석)

  • Su-Hyun Ahn;Sang-Jun Lee
    • Journal of Practical Engineering Education
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    • v.16 no.1_spc
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    • pp.95-103
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    • 2024
  • With the rapid decline of the school-age population, the competition for admissions has increased and marketing through digital channels has become more important, so universities are investing more resources in online promotion and communication to recruit new students. This study uses Google Analytics, a web log analysis tool, to track the visitor behavior of a university admissions website and establish a digital marketing strategy based on it. The analysis period was set from July 1, 2023, when Google Analytics 4(GA4) was integrated, to January 10, 2024, when the college admissions process was completed. The analysis revealed interesting patterns such as geographical information based on visitors' access location, devices(operating systems) and browsers used by visitors, acquisition channels through visitors traffic, conversions on pages and screens that visitors engaged with and visitor flow. Based on this study, we expect universities to find ways to strengthen their admission promotion through digital marketing and effectively communicate with applicants to gain a competitive edge.

Reinterpretation on the Relationship between Spatial Structure and Visitors' Movement in Museums - Focus on the Interpretation of Tracking Score with Exhibition Density and Extent of Eyesight - (박물관 전시공간구조와 관람행태의 상관관계 재해석에 관한 연구 - 전시밀도와 시각개방도에 따른 관람확률 해석을 중심으로 -)

  • Kim, So-Joung;Jung, Sung-Wook
    • Korean Institute of Interior Design Journal
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    • v.20 no.6
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    • pp.272-281
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    • 2011
  • The purpose of this study is to analyze the correlation between spatial space structure and visitors' behavior and interpret visitors' behavior concretely from the aspect of exhibition environments. So, this study intends to qualify spatial space structure with integration, connectivity and control value by utilizing space syntax, limit to tracking score among the analysis index and reinterpret with exhibition density and extend of eyesight among the exhibition environments. The results of this study are as follows; First, in case of museums, tracking score shows plus correlation with connectivity and control value among the space syntax variables and very low correlation with integration. In case of art museums, tracking score shows plus correlation with integration and wide variable is judged to more useful to analyze visitor's behavior than minor variable. Second, museums doesn't make a great effect on visitors' behavior from the aspect of extent of eyesight, but from the aspect of exhibition density, visitors relatively watched evenly without short cut at the early stage of exhibition in spite of high exhibition density. And, they conducted short cut as they went to the middle stage of exhibition on the course of watching although the numerical value of exhibition density is low. Third, in case of art museums, visitors' behavior was relatively influenced by exhibition density, not extent of eyesight. But, as they went to the high level on the course of watching, watching speed became rapid and watching length became short in the place the value of extent of eyesight was high. Its reason is judged to be easy to grasp position or space structure of the next exhibition room visually. Therefore, when the concentration of watching is necessary from the aspect of exhibition, to control exhibition density properly before the space is useful to draw visiting to exhibition space afterward.

Improvement of Mobile Tour-Guide Robots from the Perspective of Users (이용자 측면의 이동형 관람 안내 로봇 개선)

  • Ahn, Tae-Beom;Kang, E-Sok
    • Journal of Institute of Control, Robotics and Systems
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    • v.18 no.10
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    • pp.955-963
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    • 2012
  • A mobile tour-guide robot is a very attractive tour-guide in the exhibition hall of science museums and the necessity of tour-guide robots for museums is gradually increasing. Two kinds of robots have served as tour-guide robots in an exhibition hall of the Korea National Science Museum which is a very densely populated museum of many people and exhibits. The robots move around the large exhibition area and provide guide services to lots of visitors. A robot leads the way to the exhibit that a visitor wants to find and it takes the shortest route. Robots were operated for four months from January to April 2011, and we observed behavior of visitors and collected subjective evaluation of users. The result shows that there are four stages of using a mobile tour-guide robot and some differences of subjective evaluations depending on the gender and the age of the user and we suggest several improvements on the mobile tour-guide robot.

Exhibition support contents creation at large exhibition museum

  • Kim, Dae-Woong;Lee, Joong-Youp;Hoshino, Koushi
    • International Journal of Contents
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    • v.7 no.3
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    • pp.38-47
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    • 2011
  • The present research has created and evaluated contents capable of work appreciation visitors changing their viewpoints on their will by introducing mobile exhibition exposition devices (iPad) for large exhibition museum. Various exposition contents of usually invisible parts or those provided in accordance with user positions drew visitors' attentions and improved museum experience satisfaction. Utilization of digitalized exhibition information generated activeness in viewing and new communication between exhibition and a visitor instead of the conventional exhibition exposition.

Relationship among Perceived Service Quality, Attitude, Behavioral Intention in Festival (관광축제 지각된 서비스 품질, 태도, 행동의도간의 관계분석)

  • Lim, Myoung-Jae;Lim, Mi-Ra
    • The Journal of the Korea Contents Association
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    • v.10 no.6
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    • pp.460-470
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    • 2010
  • This study was designed to analyze the impacts of the Festival's service quality to identify influence of Festival visitor's attitude and behavior. The result of the verification are follows : Fist festival's perceived service quality affecting potential visitors' attitude. Second potential visitors' attitude affect their behavior. This finding is contribute to the understanding of festival attendee behavior, to give useful suggestion to festival's effective development and management. Quality of festival the research which precedes in the object measuring element in the center escape. Integral part the service quality of festival escape, service quality integral part of at that resultant festival 5 dimensions became escape. This findings contribute to the understanding of festival attendee behavior, providing researchers and practitioners with insights into how effectively to design a festival.

History museum exhibit exhibits behavior analysis based on the analysis and satisfaction - With Permanent Exhibition Hall of The National Museum of Korean Contemporary History - (역사박물관의 전시형태에 따른 관람자 행태 및 만족도 분석 - 대한민국역사박물관 상설전시관을 중심으로 -)

  • Lee, So-Young;Byun, Dae-Joong
    • Korean Institute of Interior Design Journal
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    • v.22 no.5
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    • pp.22-32
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    • 2013
  • Today, the museum historical material and mental, physical culture and heritage to preserve the collection and exhibition organization rather than to recognize that culture acts as a community to respond to the subject of the attitude and the ability jeokgeukhwa also due to the trend of the times due to changes in lifestyle education and research, and public participation in culture by expanding the role of dissemination activities are becoming. Museum exhibit these changes as part of a combination of various technologies in the coexistence of digital and analog display direction proactive and aggressive behavior, such as visitors expect to have an evaluation of the public and communicate the expectations of the plan in the exhibition space, the larger the effect can feel. This effective display for visitors to watch the way for a systematic approach to provide direction to the urgent reality. Museum visitors experienced officials to improve the quality of research in a variety of ways spectators began to try and move the action was to put the attention on the characteristics. Visitors to visit the Museum of History and ages, categorized by the type of display any difference in the behavior of the visitor experience and attributes based on what is being investigated for the History Museum's exhibition of any exhibit to visitors that experience and is to an analysis.