Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00043
Wei Lu, Pei Deng, Zihan Shen
User stickiness with the development of information technology and social change, digital games have become important cultural and entertainment consumer products, especially the rapid growth of mobile game users. Due to the competitive incentive of the mobile game industry, user retention has become the key issue of competition. According to the characteristics of game and user behavior, combined with rational behavior theory, technology acceptance model, flow theory, game stickiness, and other theories and related research foundation, the correlation model between game stickiness and user-perceived quality, switching cost, perceived ease of use and other factors is established. The structural equation model is used to analyze and verify the relationship between social factors, payment mechanism, user interface, and plot Game stickiness has a positive effect. Finally, combined with the questionnaire survey and the actual game data, the paper puts forward the systematic strategy to improve user stickiness.
{"title":"Research on User Stickiness of Mobile Games","authors":"Wei Lu, Pei Deng, Zihan Shen","doi":"10.1109/ICCST53801.2021.00043","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00043","url":null,"abstract":"User stickiness with the development of information technology and social change, digital games have become important cultural and entertainment consumer products, especially the rapid growth of mobile game users. Due to the competitive incentive of the mobile game industry, user retention has become the key issue of competition. According to the characteristics of game and user behavior, combined with rational behavior theory, technology acceptance model, flow theory, game stickiness, and other theories and related research foundation, the correlation model between game stickiness and user-perceived quality, switching cost, perceived ease of use and other factors is established. The structural equation model is used to analyze and verify the relationship between social factors, payment mechanism, user interface, and plot Game stickiness has a positive effect. Finally, combined with the questionnaire survey and the actual game data, the paper puts forward the systematic strategy to improve user stickiness.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115643150","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00049
Shuang Wang, Man Yao, Wei Jiang, Aixia Tang
This paper introduced a method of visual saliency computing with color feature integration based on the psychological experiment. Firstly, based on the results of the psychological experiment of the saliency features, the color saliency features with the highest selected frequency were extracted. Then, the saliency map of each saliency feature was generated with the combination center “of-surround” theory from Itti model. Finally, the feature integration mechanism was adopted to combine each saliency feature to integrate the saliency map. The gray value of each pixel in the saliency map reflected the computing value of visual saliency. The results shows that the proposed method is highly sensitive to color and can effectively recognize the saliency objects of the color static images. In addition, when detecting the saliency objects from different types, it has a stable performance with the good generalization.
{"title":"Visual Saliency Computing with Color Feature Integration Based on Psychological Experiment","authors":"Shuang Wang, Man Yao, Wei Jiang, Aixia Tang","doi":"10.1109/ICCST53801.2021.00049","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00049","url":null,"abstract":"This paper introduced a method of visual saliency computing with color feature integration based on the psychological experiment. Firstly, based on the results of the psychological experiment of the saliency features, the color saliency features with the highest selected frequency were extracted. Then, the saliency map of each saliency feature was generated with the combination center “of-surround” theory from Itti model. Finally, the feature integration mechanism was adopted to combine each saliency feature to integrate the saliency map. The gray value of each pixel in the saliency map reflected the computing value of visual saliency. The results shows that the proposed method is highly sensitive to color and can effectively recognize the saliency objects of the color static images. In addition, when detecting the saliency objects from different types, it has a stable performance with the good generalization.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125246802","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00137
Xueyan Cao, Xingbin Chao, Liqun Liu
The number of people with depression around the world is increasing dramatically. Due to the role that online health information plays in depressive people’s treatment, health information-seeking of people suffering from depression has become a vital issue. This study explores the motivation of online health information-seeking among depressed people to explain behaviors further. A qualitative method was designed in this study; semi-structured interviews and thematic analysis were conducted with participants (n=21) suffering from depression self-reportedly. Results provide five motivations, reflecting causes of online health information-seeking behaviors: (1)React to abnormal physical appearance; (2)Assess oneself; (3)Obtain support; (4)Manage impression; (5)Avoid negative information. The study concludes a basic motivation model that motivates online health information seeking among depressed people, improving understanding of the behaviors. This model can broaden research on depression people and others with mental disorders. A direction that makes online information platforms friendly is also proposed in the study. To sum up, the finding of this study offers some significant contributions to theoretical and realistic progress.
{"title":"Why do people suffering from depression seek online health information: An exploratory study","authors":"Xueyan Cao, Xingbin Chao, Liqun Liu","doi":"10.1109/ICCST53801.2021.00137","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00137","url":null,"abstract":"The number of people with depression around the world is increasing dramatically. Due to the role that online health information plays in depressive people’s treatment, health information-seeking of people suffering from depression has become a vital issue. This study explores the motivation of online health information-seeking among depressed people to explain behaviors further. A qualitative method was designed in this study; semi-structured interviews and thematic analysis were conducted with participants (n=21) suffering from depression self-reportedly. Results provide five motivations, reflecting causes of online health information-seeking behaviors: (1)React to abnormal physical appearance; (2)Assess oneself; (3)Obtain support; (4)Manage impression; (5)Avoid negative information. The study concludes a basic motivation model that motivates online health information seeking among depressed people, improving understanding of the behaviors. This model can broaden research on depression people and others with mental disorders. A direction that makes online information platforms friendly is also proposed in the study. To sum up, the finding of this study offers some significant contributions to theoretical and realistic progress.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125880046","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00130
Mengqi Jin, Jiahui Wei, Hanxi Wang
Temporary stage, a removable stage temporarily built before the start of performance, is characterized by short service period and rapid construction and highly suitable for performances in rural areas, remote mountainous areas and outdoor spaces. This paper describes the significance of the application of temporary stage, summarizes the structural forms and construction features of temporary stages in China, and analyzes structural advantages and disadvantages of different types of temporary stages. The study of literature on relevant journal articles and patents included by CNKI (China National Knowledge Infrastructure) reveals that China’s temporary stage techniques lag behind, and it is not until 2010 that gradual development in this field was witnessed.
{"title":"Progress in Research on Temporary Stage Techniques","authors":"Mengqi Jin, Jiahui Wei, Hanxi Wang","doi":"10.1109/ICCST53801.2021.00130","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00130","url":null,"abstract":"Temporary stage, a removable stage temporarily built before the start of performance, is characterized by short service period and rapid construction and highly suitable for performances in rural areas, remote mountainous areas and outdoor spaces. This paper describes the significance of the application of temporary stage, summarizes the structural forms and construction features of temporary stages in China, and analyzes structural advantages and disadvantages of different types of temporary stages. The study of literature on relevant journal articles and patents included by CNKI (China National Knowledge Infrastructure) reveals that China’s temporary stage techniques lag behind, and it is not until 2010 that gradual development in this field was witnessed.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124190813","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00091
Ning He, Jiaying Li, Ke Wang, Li Guo
Culture relics contain the brilliant culture of an era. The cultural heritage of Jingchu is of great research value out of its unique beauty and production methods. However, today’s scholars only focus on the integration of its own crafts and materials, while there are few cultural perspectives to study its origin and significance. According to main artistic characteristics of Jingchu culture reflected by induction, this paper combines literature research and archaeological research of Jingchu culture through comparative analysis of the historical relic of Jingchu Culture performance and application, so as to improve and complement Jingchu culture and the cultural heritage of Jingchu research for future relevant cultural research to provide theoretical support and textual research.
{"title":"A Study on the Expression of Jingchu Cultural Heritage","authors":"Ning He, Jiaying Li, Ke Wang, Li Guo","doi":"10.1109/ICCST53801.2021.00091","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00091","url":null,"abstract":"Culture relics contain the brilliant culture of an era. The cultural heritage of Jingchu is of great research value out of its unique beauty and production methods. However, today’s scholars only focus on the integration of its own crafts and materials, while there are few cultural perspectives to study its origin and significance. According to main artistic characteristics of Jingchu culture reflected by induction, this paper combines literature research and archaeological research of Jingchu culture through comparative analysis of the historical relic of Jingchu Culture performance and application, so as to improve and complement Jingchu culture and the cultural heritage of Jingchu research for future relevant cultural research to provide theoretical support and textual research.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125498727","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00029
Ying Wang, Xinyue Li, Mandie Liu, Xin Liu, Shengli Deng
In the context of culture and tourism integration, how to achieve the combination of the two effectively is an urgent question to be explored. This study builds a structured database of the overlapping attractions by finding the intersection of the cultural relics protection units and tourist attractions, and conducts thematic analysis, statistical analysis, and feature cross-analysis. Then, a spots knowledge map system with functions of culture popularization and tourism recommendation is finally constructed. The results show that there is a certain relationship between the overlapping attractions, which have obvious spatial and temporal distribution characteristics. The spots knowledge map system will be open to the public and help to promote the popularization of cultural tourism knowledge.
{"title":"Construction of Scenic Spots Knowledge Map under the Integration of Culture and Tourism","authors":"Ying Wang, Xinyue Li, Mandie Liu, Xin Liu, Shengli Deng","doi":"10.1109/ICCST53801.2021.00029","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00029","url":null,"abstract":"In the context of culture and tourism integration, how to achieve the combination of the two effectively is an urgent question to be explored. This study builds a structured database of the overlapping attractions by finding the intersection of the cultural relics protection units and tourist attractions, and conducts thematic analysis, statistical analysis, and feature cross-analysis. Then, a spots knowledge map system with functions of culture popularization and tourism recommendation is finally constructed. The results show that there is a certain relationship between the overlapping attractions, which have obvious spatial and temporal distribution characteristics. The spots knowledge map system will be open to the public and help to promote the popularization of cultural tourism knowledge.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122260349","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00087
Yuezheng Xu, Ru Zhang, Cheng Yang, Yana Zhang, Zhen Yang, Jianyi Liu
Estimation and monitoring of heart rate is an important indicator of a person’s physiological and psychological status. With breakthroughs in sensing, real-time signal processing and machine learning technologies, heart rate measurement techniques based on video analysis have been derived, remote photo plethysmography (rPPG), a technique that captures periodic changes in skin color caused by the heartbeat cycle through sensors such as cameras. Heart rate measurement based on rPPG has attracted widespread attention in recent years, especially with the growing maturity of deep learning-based methods and the improved accuracy of the algorithms, as well as the ability to better cope with the adverse effects of lighting changes and motion artifacts on the measurement, which has made possible the applications of rPPG in more fields, and a prominent emerging application is DeepFake videos detection based on rPPG technology. In this paper, we will introduce the principle, the recent progress of rPPG algorithms, and the applications of rPPG in the field of DeepFake detection.
{"title":"New Advances in Remote Heart Rate Estimation and Its Application to DeepFake Detection","authors":"Yuezheng Xu, Ru Zhang, Cheng Yang, Yana Zhang, Zhen Yang, Jianyi Liu","doi":"10.1109/ICCST53801.2021.00087","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00087","url":null,"abstract":"Estimation and monitoring of heart rate is an important indicator of a person’s physiological and psychological status. With breakthroughs in sensing, real-time signal processing and machine learning technologies, heart rate measurement techniques based on video analysis have been derived, remote photo plethysmography (rPPG), a technique that captures periodic changes in skin color caused by the heartbeat cycle through sensors such as cameras. Heart rate measurement based on rPPG has attracted widespread attention in recent years, especially with the growing maturity of deep learning-based methods and the improved accuracy of the algorithms, as well as the ability to better cope with the adverse effects of lighting changes and motion artifacts on the measurement, which has made possible the applications of rPPG in more fields, and a prominent emerging application is DeepFake videos detection based on rPPG technology. In this paper, we will introduce the principle, the recent progress of rPPG algorithms, and the applications of rPPG in the field of DeepFake detection.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122306242","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00059
Xiao Yan, Hanxi Wang
In conformity with the stage technical system of indoor theater, this paper compares the technical systems of outdoor live performance stage and indoor theater stage, and puts forward the unique stage special effects presentation technology of outdoor live performance stage. In the actual construction and operation of the stage, the technical models of the two stage types are not universal. The outdoor live performers should fully consider the particularity of the live performance and adopt suitable stage techniques to ensure the smoothness and safety of the performance.
{"title":"Comparison of Technical Systems between Outdoor Live Performance Stage and Indoor Theater Stage","authors":"Xiao Yan, Hanxi Wang","doi":"10.1109/ICCST53801.2021.00059","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00059","url":null,"abstract":"In conformity with the stage technical system of indoor theater, this paper compares the technical systems of outdoor live performance stage and indoor theater stage, and puts forward the unique stage special effects presentation technology of outdoor live performance stage. In the actual construction and operation of the stage, the technical models of the two stage types are not universal. The outdoor live performers should fully consider the particularity of the live performance and adopt suitable stage techniques to ensure the smoothness and safety of the performance.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115086205","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00085
Tie Li, Mengqi Jin, Hanxi Wang
The large performance stage has become an important basic equipment for the sustainable development of the social cultural industry. With the increasing number of outdoor temporary performances, the potential safety hazards of the temporary stage have also been accompanied by frequent performance accidents. This paper adopts fiber bragg grating sensing system to construct the real-time safety monitoring system of the temporary stage which will collect the load data during the temporary stage performance.
{"title":"Load Measurement of Temporary Stage Based on Fiber Bragg Grating","authors":"Tie Li, Mengqi Jin, Hanxi Wang","doi":"10.1109/ICCST53801.2021.00085","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00085","url":null,"abstract":"The large performance stage has become an important basic equipment for the sustainable development of the social cultural industry. With the increasing number of outdoor temporary performances, the potential safety hazards of the temporary stage have also been accompanied by frequent performance accidents. This paper adopts fiber bragg grating sensing system to construct the real-time safety monitoring system of the temporary stage which will collect the load data during the temporary stage performance.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114960530","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00117
Junlin Che, Guixuan Zhang, Shuwu Zhang
In recent years, the video dissemination has become an important information medium with the development of the Internet and the rise of short video platforms, and infringements against long videos have followed, so an method of efficient and automated short video infringement detection is necessary. This paper proposes a method of video copyright detection based on CNN features and Scalar Quantizer, in which the deep convolutional neural network is used to obtain the decoded video frame’s feature vector, and then the Scalar Quantizer is used to search the feature vector based on the approximate nearest neighbor search, and finally the target video is determined by finding the shortest average Euclidean distance of the target video frames. This paper sets a distance threshold and a ratio threshold based on this method to form a new method, and then compares the recall and precision of two methods.
{"title":"Video Retrieval Based on CNN Feature and Scalar Quantization","authors":"Junlin Che, Guixuan Zhang, Shuwu Zhang","doi":"10.1109/ICCST53801.2021.00117","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00117","url":null,"abstract":"In recent years, the video dissemination has become an important information medium with the development of the Internet and the rise of short video platforms, and infringements against long videos have followed, so an method of efficient and automated short video infringement detection is necessary. This paper proposes a method of video copyright detection based on CNN features and Scalar Quantizer, in which the deep convolutional neural network is used to obtain the decoded video frame’s feature vector, and then the Scalar Quantizer is used to search the feature vector based on the approximate nearest neighbor search, and finally the target video is determined by finding the shortest average Euclidean distance of the target video frames. This paper sets a distance threshold and a ratio threshold based on this method to form a new method, and then compares the recall and precision of two methods.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131145686","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}
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