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2022 International Conference on Culture-Oriented Science and Technology (CoST)最新文献

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Smart Museum Collection and Analysis for User Online Behavior 智能博物馆用户在线行为的收集与分析
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00058
Ruiwei Meng, Huabiao Li, Yanyan Guo, Yu Wu, Nuo Cheng, Linxian Hao
{"title":"Smart Museum Collection and Analysis for User Online Behavior","authors":"Ruiwei Meng, Huabiao Li, Yanyan Guo, Yu Wu, Nuo Cheng, Linxian Hao","doi":"10.1109/cost57098.2022.00058","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00058","url":null,"abstract":"Museums play a crucial role in preserving social history and cultural heritage, and the development of museums is characterized by a focus on people. A smart museum should have a deeper understanding of its audiences’ needs and meet their spiritual and cultural needs in a higher and personalized way. In order to give insight into the needs of online audiences and provide the foundation of individualized service, based on the practice of the National Museum of China, this paper proposes a solution, including the key technologies, the architecture of a collection and analysis system for user online behavior of the App and WeChat applet of the National Museum of China, and the design of each system module, summarizes the system application, finally points out the research direction of future work, hoping to provide related references for other museums.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125047763","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 and application of reservation of scenic spot based on relationship graph 基于关系图的景区预约分析与应用
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00092
Yubo Deng, Jiachuan He, Fangping Yang, Yi Yang, Zihan Ke
{"title":"Analysis and application of reservation of scenic spot based on relationship graph","authors":"Yubo Deng, Jiachuan He, Fangping Yang, Yi Yang, Zihan Ke","doi":"10.1109/CoST57098.2022.00092","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00092","url":null,"abstract":"In recent years, the reservation data of scenic spots in Gansu Province has increased dramatically. This paper cleans and integrates these scattered data, refines the correlation relationship between them, constructs a relationship map, and inputs it into the constructed recommendation system, in order to achieve the accurate recommendation for tourists to reserve scenic spots. Firstly, this paper constructs the relationship map between tourists’ characteristics and scenic spots based on the real data of scenic spots reservation in Gansu Province. Next, the paper divides the data set into training set and test set to train the model of recall algorithm. Then, the paper compares the clustering effect of different clustering algorithms to find out the most efficient algorithm to get Top-N recommendation. Finally, this paper uses two sorting algorithms to sort the scenic spots in the recommendation list respectively, and thus achieve the scenic spot recommendation for tourists.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127431465","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
Beam Hopping for LEO Satellite:Challenges and Opportunities 低轨卫星的波束跳变:挑战与机遇
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00072
Qi Zhao, Yiqing Hu, Zhenyu Pang, Derong Ren
{"title":"Beam Hopping for LEO Satellite:Challenges and Opportunities","authors":"Qi Zhao, Yiqing Hu, Zhenyu Pang, Derong Ren","doi":"10.1109/CoST57098.2022.00072","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00072","url":null,"abstract":"Low earth orbit (LEO) satellite networks can provide global broadband access services and thus are complementary to current terrestrial mobile communication systems. The limited resources of LEO satellite platform and the uneven distribution of ground services bring many challenges to the design of satellite ground access scheme. The beam hopping (BH) technology meets the non-uniform and dynamic service requirements of users through time slicing technology, and enhances the resource utilization and service capability of satellites. However, the application of BH technology in LEO satellites is facing many challenges. This paper analyzes and considers from the system and technical aspects, combs and analyzes its research work. Finally, the development trend of BH system is given, which provides an idea for the application and development of BH technology for LEO satellites.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131010142","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: 2
Playlabor: an Exploratory Study on Labor Control of E-Sports Boosters 游戏劳动:电子竞技助推器劳动控制的探索性研究
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00048
Xinzhu Pu, Xinyue Xu
{"title":"Playlabor: an Exploratory Study on Labor Control of E-Sports Boosters","authors":"Xinzhu Pu, Xinyue Xu","doi":"10.1109/cost57098.2022.00048","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00048","url":null,"abstract":"Social and technical transformations of the Internet have altered how digital games are produced, distributed, and played. However, studies argue for the significance of labor as an entry point to the analysis of digital game are mainly quantitative in approach, and the findings hardly go beyond the boundary of the game itself. The current academic researchers have not paid enough attention to the subject of game co-playing to investigate e-sports boosters’ digital labor. Through the research methods of participatory observation and in-depth interviews with 13 King of Glory boosters, this paper finds that the labor process of e-sports boosters, as a new professional group, is controlled by the dual digital logic of their hirer and the platform. It is suggested that in the platform economy, the digital logic is becoming a way of labor control, with a high degree of rigor, concealment and deceit, which exacerbates the asymmetry in the power relationship between online platforms and laborers.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132391368","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
Review of Photometric Compensation in Projection System 投影系统光度补偿研究进展
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00045
Zongxuan Shi, Lipi Niu, Yanming Zhao, Shaobin Li
{"title":"Review of Photometric Compensation in Projection System","authors":"Zongxuan Shi, Lipi Niu, Yanming Zhao, Shaobin Li","doi":"10.1109/cost57098.2022.00045","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00045","url":null,"abstract":"With the continuous development and advancement of computer vision related technologies and the improvement in projector performance in recent years, people are using projectors more and more widely in various scenarios of life and replacing traditional screens for various natural surfaces. However, when the projection surface is no longer the ideal white projection curtain, the projection effect is often greatly compromised, especially when there is color texture on the projection surface. In order to achieve a good perception of the projected image of some complex scenes, a series of compensation processes are needed for the projected image. This paper reviews the projection compensation techniques based on projector-camera systems that have emerged in recent years such as color mixing matrix, thin plate spline, and deep learning. An experimental comparison of the various compensation techniques is also presented.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132063652","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
CT-DA: A Knowledge Extraction Method for Cultural Industry Big Data CT-DA:一种面向文化产业大数据的知识抽取方法
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00026
Shouzhi Sun, Jiali Wang, Zheng Gong, Aiping Tan, Yan Wang
{"title":"CT-DA: A Knowledge Extraction Method for Cultural Industry Big Data","authors":"Shouzhi Sun, Jiali Wang, Zheng Gong, Aiping Tan, Yan Wang","doi":"10.1109/CoST57098.2022.00026","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00026","url":null,"abstract":"Knowledge extraction is the core work of constructing a knowledge graph, but most knowledge extraction methods assume perfect data support. Therefore, this paper analyzes the characteristics of big data in the cultural industry. In addition to the consensus characteristics of big data, these data also highlight the features of sectors such as low resources and intense data boundary fuzziness. Therefore, this paper proposes a knowledge extraction method for cultural industry data (CT-DA). Firstly, design a labeling strategy for big data in the cultural industry. Secondly, according to the low resource characteristics of data, create the counter transfer learning layer to realize resource transfer. Considering the intense fuzziness of data, design the dynamic attention mechanism layer for learning the critical attention of entities in the cultural field. Finally, build an experimental platform. The experiments show that this method has performance advantages in accuracy, recall, and F1.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122374321","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
Research on the Influence of Beauty Live Stream on Consumers’ Purchase Intention 美容直播对消费者购买意愿的影响研究
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00076
Luqing Wang, Ruicheng Liu
{"title":"Research on the Influence of Beauty Live Stream on Consumers’ Purchase Intention","authors":"Luqing Wang, Ruicheng Liu","doi":"10.1109/cost57098.2022.00076","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00076","url":null,"abstract":"The e-commerce live-streaming has been developing rapidly, and the beauty industry has become the industry most deeply affected by it. Based on SOR model, this paper introduces consumer trust theory and affective commitment theory, summarizes the characteristics of beauty live stream into three dimensions, namely live streamer attractiveness, brand awareness and product discount, collects data through questionnaires and analyzes the influence of live streamer and product on consumers’ purchase intention, in order to find out how the characteristics of beauty live stream affect consumers’ purchase intention. And finally based on conclusions, put forward countermeasures and suggestions to optimize the effect of beauty live stream from two aspects of live streamers and brands, which is of great significance to enrich the theoretical research and practice in the field of e-commerce live-streaming.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121459372","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
Research and Implementation of Interaction Design on Dunhuang Culture 敦煌文化交互设计的研究与实现
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00070
Ling Lei, Y. Liang, Xiaojian Zhang
{"title":"Research and Implementation of Interaction Design on Dunhuang Culture","authors":"Ling Lei, Y. Liang, Xiaojian Zhang","doi":"10.1109/CoST57098.2022.00070","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00070","url":null,"abstract":"Interaction can not only capture users’ attention, but also improve the efficiency of users’ acquisition of information, which is today’s important way of communication. Dunhuang culture as an important traditional Chinese culture has returned to people’s field of vision in recent years, but people are also faced with challenges of integrating interaction into Dunhuang culture for better understanding and transmission. This paper explored a brand new interaction design on Dunhuang culture by developing an interactive game themed on Dunhuang culture based on Unity Engine. The game is positioned as an interactive storybook to cater to the development direction of cultural products and meet the actual interaction needs of the audience while transmitting Dunhuang culture.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"1883 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128704436","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
Design and Implementation of Text Processing System Based on Summarization Algorithm 基于摘要算法的文本处理系统的设计与实现
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00018
Haoqi Sun, Ning Luo, Li-juan Zhou, Songwei Wei
{"title":"Design and Implementation of Text Processing System Based on Summarization Algorithm","authors":"Haoqi Sun, Ning Luo, Li-juan Zhou, Songwei Wei","doi":"10.1109/cost57098.2022.00018","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00018","url":null,"abstract":"With the popularization and development of the Internet, text information has shown an exponential growth trend. This information overload phenomenon affects the ability of users to receive critical information, and people’s demand for quick access to information is increasing. Text summarization technology uses computers to automatically extract the key information of text, which helps to grasp the text content accurately and quickly, so it has a good application prospect. The traditional rule-based method simply counts the word frequency and lacks the consideration of the semantic information of the text, so the results are not accurate enough. To this end, this paper proposes an extractive text summarization algorithm based on multiple feature weighting, which comprehensively considers the global information, surface information, structural information, and semantic information of the text by weighting the sentence position, the total amount of keyword information, keyword distribution, and semantic similarity. This method retains the advantages of the rule-based approach from not requiring data annotation and saving computational resources while improving the text understanding capability of the model. Experimental results show that the model improves the evaluation results of the datasets, improving the quality and accuracy of text summarization. And when the model is applied to the text processing system, the user can quickly obtain the required information, effectively speeding up the process of obtaining and processing information.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115399965","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 Emotional Influencing Factors of Online Travel Reviews Based on BiLSTM-CNN 基于BiLSTM-CNN的在线旅游评论情感影响因素分析
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00024
Wenheng Sun, Wan Qiu, Xiaojia Huang, Jianming Hu, Tianyuan Wu
{"title":"Analysis of Emotional Influencing Factors of Online Travel Reviews Based on BiLSTM-CNN","authors":"Wenheng Sun, Wan Qiu, Xiaojia Huang, Jianming Hu, Tianyuan Wu","doi":"10.1109/cost57098.2022.00024","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00024","url":null,"abstract":"This paper analyzes the influencing factors of tourism development through the emotional tendencies in online travel reviews, and uses a Bidirectional long short-term memory Convolutional Neural Network (BiLSTM-CNN) deep learning model to classify online travel reviews. The model has high accuracy and good loss function convergence. Then we use the Dynamic Topic Models (DTM) model to analyze the classified texts at two levels. At the micro level, the main influencing factors of a destination are obtained for a certain destination, and corresponding improvement plans are proposed for the negative influencing factors. At the macro level, this paper analyzes the changing trend of the destination’s emotional inclination under the two influencing factors of fare and traffic.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114481833","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
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