Proceedings of the 2022 International Conference on Human Machine Interaction最新文献

Visualization Analysis of Consumer Engagement Research Based on the Perspective of Knowledge Mapping 基于知识图谱视角的消费者参与研究可视化分析

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560475

Shuyi Wang, Da Ren, Cheeyong Kim

{"title":"Visualization Analysis of Consumer Engagement Research Based on the Perspective of Knowledge Mapping","authors":"Shuyi Wang, Da Ren, Cheeyong Kim","doi":"10.1145/3560470.3560475","DOIUrl":"https://doi.org/10.1145/3560470.3560475","url":null,"abstract":"In recent years, the role of consumer engagement(CE) in co-creating experience and value is attracting more and more attention from business practitioners and academia. And there has been a significant increase in the literature on the subject. To systematically sort out and analyze the research status, knowledge bases, hotspots, and potential frontier of CE research, articles with \"consumer engagement\" as the subject term in the Web of Science Core Collection Database since 1990 are visually analyzed using mapping knowledge tools. The characteristics of these articles, including the publication trends, topic distribution, research groups, keywords, and highly cited references are summarized, and the relevant knowledge maps are produced. The results show the following: (1) CE research focuses on the fields of Business and Management, researchers tend to cooperate in small groups, and there are significant cooperative relationships among researchers with a large amount of research. (2) The United States and the University of Sydney represent the core strength of countries and institutions in CE research, leading both in the number of articles and intensity of collaboration. (3) Future research hotspots will focus more on the driving factors and consequences of CE in different focal objects. (4) Co-citation frequency, burst, and half-life Indicate that the knowledge base is the research on the conceptual field of CE, including conceptual dimension, measurement method, and research framework of CE in different backgrounds and focus objects. As a new approach to review CE research, this study lays a scientific foundation for further study of CE.","PeriodicalId":447653,"journal":{"name":"Proceedings of the 2022 International Conference on Human Machine Interaction","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128366309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optical Design of a TIR Lens of Automobile Reading Lamp 汽车阅读灯TIR透镜光学设计

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560482

Yuan Li, Xuwei Ren, Jie Song, Yuhe Xia, Liheng Zhang

引用次数: 0

Ramp Driving of Automatic Car and Its Practical Application 自动驾驶汽车坡道驾驶及其实际应用

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560479

Zhimin Li, H. Peng, Zixiang Zhao

引用次数: 0

Research on The Characteristics of New Media Art in Airport Public Art Based on Public Emotional Perception 基于公众情感感知的机场公共艺术新媒体艺术特征研究

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560480

Yun Zhang, Chang-li Zou, Cheeyong Kim

引用次数: 0

A Comparative Analysis of the Latest Developments in Art Therapy at Home and Abroad—A Visual Analysis Based on Cite Space 中外艺术治疗最新发展比较分析——基于城市空间的视觉分析

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560471

Nan Du, Cheeyong Kim

{"title":"A Comparative Analysis of the Latest Developments in Art Therapy at Home and Abroad—A Visual Analysis Based on Cite Space","authors":"Nan Du, Cheeyong Kim","doi":"10.1145/3560470.3560471","DOIUrl":"https://doi.org/10.1145/3560470.3560471","url":null,"abstract":"This paper uses the knowledge graph analysis method to compare the similarities and differences of art therapy at home and abroad. Through domestic and foreign art therapy research, it is found that the overall number of publications fluctuates and rises, which shows that art therapy-related research is attracting more and more attention. There are similarities and partial overlaps in the hot research of art therapy at home and abroad, such as in the fields of expressive art therapy, youth group research, and psychotherapy. However, the differences are more prominent: in terms of the distribution of disciplines, domestic research is mostly concentrated on theoretical research such as pedagogy, art, and literature and art, while foreign countries are mostly distributed in the fields of clinical psychology and various types of rehabilitation therapy. In terms of the core author group, although the author team represented by Li Shiwu, Liu Zhonghua, and Zhu Hengchu has been formed in China, the core author group has not yet been formed, but it has been formed abroad. In terms of hot research, both at home and abroad focus on the research on the integration of art therapy and psychotherapy, but domestic research attaches more importance to the branch research of art therapy, but foreign research on the clinical application of art therapy is more in-depth. Through analysis, we hope to make a contribution to the development trend of art therapy in China.","PeriodicalId":447653,"journal":{"name":"Proceedings of the 2022 International Conference on Human Machine Interaction","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122959301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Path Planning Algorithm for UAV Based on Smooth Rapidly Exploring Random Tree 基于光滑快速探索随机树的无人机路径规划算法

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560481

Jinming Hu, Kaizhou Xie

引用次数: 0

Design and Evaluation of a Prototype ‘HiBaby’ for Pregnancy Assistance 妊娠辅助“HiBaby”原型机的设计与评价

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560477

Sam Jiangyue Yan, G. Wadley, T. Vo, Yutong Xiao, Huy C. Truong

{"title":"Design and Evaluation of a Prototype ‘HiBaby’ for Pregnancy Assistance","authors":"Sam Jiangyue Yan, G. Wadley, T. Vo, Yutong Xiao, Huy C. Truong","doi":"10.1145/3560470.3560477","DOIUrl":"https://doi.org/10.1145/3560470.3560477","url":null,"abstract":"Perinatal depression is a significant mental health problem that some parents experience during pregnancy and after the birth of a child. This paper presents a conceptual IxD design of a smartphone chatbot-based app for parents experiencing perinatal depression and an evaluation of an interactive prototype of the app. To propose the design, multiple user requirement analysis tools including interaction analysis, user journey maps and time-lined use cases have been applied. The design was evaluated by conducting usability and heuristic tests under combined and modified traditional health-informatics application evaluation frameworks including CCP, KDS and MARS. The proposed IxD prototype solution is user-centred, based on published experiences of parenting and mental health published as well as the author's own experiences. It is innovative by tweaking and combining evaluation techniques that have not yet been used to evaluate perinatal depression-related application IxD. This project demonstrates the viability and yet the value of evaluating the IxD design before further implementation of the complete project in the domain of healthcare for perinatal depression users in Australia, with multiple constraints.","PeriodicalId":447653,"journal":{"name":"Proceedings of the 2022 International Conference on Human Machine Interaction","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117309455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Analysis of the Influence of Extrinsic Motivation in Online Games on Players' Gaming Experience 网络游戏外部动机对玩家游戏体验的影响分析

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560478

Jingwei Feng, Hongmei Li, Cheeyong Kim

引用次数: 0

Microblog Authenticity Detection Based on Human-machine Collaboration 基于人机协作的微博真实性检测

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560473

F. Yang, Manyuan Yang, Zhiwen Yu

{"title":"Microblog Authenticity Detection Based on Human-machine Collaboration","authors":"F. Yang, Manyuan Yang, Zhiwen Yu","doi":"10.1145/3560470.3560473","DOIUrl":"https://doi.org/10.1145/3560470.3560473","url":null,"abstract":"For the sake of determining the reliability of an event, this paper proposes a method of identifying the authenticity of a microblog event based on human-machine collaboration. Using the Weibo that was spoken in the incident and the public information of the users participating in the event to identify false incidents. Then separately calculate the user's credibility and the emotional stance of Weibo and comments. The calculation of user credibility takes the complete information of the user as a static description of the user. When performing emotional standpoint detection, we divide it into two steps. For a piece of Weibo, its comments are tested for further computation, for different microblog, the emotions between microblog are tested. Building a graph model for an event. While processing the model, some special microblogs are extracted. Human will deal with these microblogs and give feedback to the graph model. Then the model will be changed accordingly. Finally, GCN is leveraged to process the model to obtain the true and false of the event. Through extensive experiments to verify the proposed model and show a comparative performance, the accuracy is 89.34 and the F-score reaches0.9375.","PeriodicalId":447653,"journal":{"name":"Proceedings of the 2022 International Conference on Human Machine Interaction","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115032024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

On the Influence of Feature Selection and Regression Models on the Decoding Accuracy of Seen and Imagery Objects Using Hierarchical Visual Features 特征选择和回归模型对基于层次视觉特征的视象对象解码精度的影响

Proceedings of the 2022 International Conference on Human Machine Interaction Pub Date : 2022-05-06 DOI: 10.1145/3560470.3560472

Donghong Xie

{"title":"On the Influence of Feature Selection and Regression Models on the Decoding Accuracy of Seen and Imagery Objects Using Hierarchical Visual Features","authors":"Donghong Xie","doi":"10.1145/3560470.3560472","DOIUrl":"https://doi.org/10.1145/3560470.3560472","url":null,"abstract":"With the development in brain decoding and encoding, the seen and imagery object identification tasks achieve increasingly higher accuracy by using more intricate features. However, the experiment always requires a huge amount of data to process which will consume a lot of time. With available seen and imagery BOLD signals, we leverage the Generic Brain Decoding model to fit and then predict visual feature vectors extracted from neural networks. Given the hierarchy of AlexNet and that of the human visual cortex, the accuracies of the couplings between low layers of AlexNet and human visual cortex and those between high layers outperform other coupling cases. Using a different number of feature dimensions during feature selection induces a significant difference in the decoding performance at the high layers. Moreover, the shallow neural network achieves higher accuracies at the high layers. The results demonstrate that when the number of available data samples is not sufficient, reducing the input feature dimensions can still ensure a comparable decoding accuracy.","PeriodicalId":447653,"journal":{"name":"Proceedings of the 2022 International Conference on Human Machine Interaction","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131737519","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0