2022 International Conference on Culture-Oriented Science and Technology (CoST)最新文献_第4页

Design of Intelligent Household Food Waste Product Based on AHP-TRIZ Method 基于AHP-TRIZ方法的智能生活厨余产品设计

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00029

Shuyun Wang, Jifeng Xu

引用次数: 2

Machine Learning-based Weibo user group profiling under hot events 基于机器学习的微博热点事件用户群分析

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00065

Bingyun Lin, Xin Zhu, Jianming Hu

{"title":"Machine Learning-based Weibo user group profiling under hot events","authors":"Bingyun Lin, Xin Zhu, Jianming Hu","doi":"10.1109/cost57098.2022.00065","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00065","url":null,"abstract":"The construction of Weibo user profiles in hot events can help to grasp the characteristics of Weibo users involved in the events, which is conductive to the relevant department to strengthen public opinion guidance and propaganda education. Taking the “Viya's tax evasion” case as an example, firstly, the Latent Dirichlet allocation (LDA) topic model is used to construct a topic model ofWeibo content in the case, and the optimal number of topics is determined by perplexity. Then, the k-prototype algorithm and the improved Density-Based Spatial Clustering of Applications with Noise (DBSCAN) algorithm are respectively used to cluster Weibo users and analyze the similarities and differences between the various categories of users. At last, the clustering results of the two algorithms are compared. The experiments show that the topic generation method based on the LDA topic model has a good effect on describing discussion topics. In the process of data containing mixed attributes, the k-Prototype algorithm and the improved DBSCAN algorithm have their respective advantages, and the combined results of the two algorithms can obtain a more complete user group portrait.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"11 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":"128670145","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

Generating Diverse Gestures from Speech Using Memory Networks as Dynamic Dictionaries 使用记忆网络作为动态字典从语音中生成不同的手势

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00042

Zeyu Zhao, Nan Gao, Zhi Zeng, Shuwu Zhanga

{"title":"Generating Diverse Gestures from Speech Using Memory Networks as Dynamic Dictionaries","authors":"Zeyu Zhao, Nan Gao, Zhi Zeng, Shuwu Zhanga","doi":"10.1109/CoST57098.2022.00042","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00042","url":null,"abstract":"People naturally enhance their speeches with body motion or gestures. Generating human gestures for digital humans or virtual avatars from speech audio or text remains challenging for its indeterministic nature. We observe that existing neural methods often give gestures with an inadequate amount of movement shift, which can be characterized as slow or dull. Thus, we propose a novel generative model coupled with memory networks to work as dynamic dictionaries for generating gestures with improved diversity. Under the hood of the proposed model, a dictionary network dynamically stores previously appeared pose features corresponding to text features for the generator to lookup, while a pose generation network takes in audio and pose features and outputs the resulting gesture sequences. Seed poses are utilized in the generation process to guarantee the continuity between two speech segments. We also propose a new objective evaluation metric for diversity of generated gestures and succeed in demonstrating that the proposed model has the ability to generate gestures with improved diversity.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"15 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":"134414217","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

Research on the Promotion Strategy of Dong Village Cultural Tourism from the Perspective of Cultural Gene 文化基因视角下的侗寨文化旅游推广策略研究

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00035

Haifeng Chu, Shuhua Huang, Chenglong Tang

引用次数: 1

A Survey of Procedural Content Generation for Games 关于游戏程序内容生成的调查

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00046

Yuzhong Zhang, Guixuan Zhang, Xinyuan Huang

引用次数: 2

A System Design Method Model for Regulating the Safe Riding Behavior of Delivery Riders Based on Fogg’s Behavior Model 基于Fogg行为模型的快递员安全乘车行为调节系统设计方法模型

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00031

Jifeng Xu, Dan Zhao, Tian Fang, Shuyun Wang, Tong Wu

引用次数: 0

Research on Virtual Human Development Based on Motion Capture 基于动作捕捉的虚拟人发展研究

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00052

Yuxin Yang, Xinquan Luo, Xinpei Hu

引用次数: 0

Design of Intelligent Medicine Box for Visually Impaired People based on QFD and TRIZ Theory 基于QFD和TRIZ理论的视障人士智能药箱设计

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00023

Yaxi Wang, Wenting Liang

引用次数: 0

Innovation and Prospect of Digital Scene Setting in the Context of Metaverse 虚拟世界背景下数字场景设置的创新与展望

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00028

Yusu Li, Shuang Zhao, Jiajia Zhang

引用次数: 0

The evaluation of intangible cultural heritage tourism creative products based on analytic hierarchy process and grey clustering method 基于层次分析法和灰色聚类法的非物质文化遗产旅游创意产品评价

2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00064

Wei Zhou, P. Zhang

{"title":"The evaluation of intangible cultural heritage tourism creative products based on analytic hierarchy process and grey clustering method","authors":"Wei Zhou, P. Zhang","doi":"10.1109/CoST57098.2022.00064","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00064","url":null,"abstract":"With the growing scale of the tourism industry, the demand for tourism culture and creative products have been expanded. The intangible cultural heritage tourism creative products are a very important part of tourism. Being the particular icons of intangible cultural heritage, Tujia Brocade is one of the most representative symbols of Tujia nationality. The intangible cultural heritage tourism creative products of Tujia brocade have great product development value. The purpose of the research is to help select the optimal scheme in the design of intangible cultural heritage tourism products. The study could help to improve the design quality of cultural heritage tourism products and help to promote the rapid development of the local tourism industry. First of all, the literature review was applied to explore the historical origin of Tujia Brocade. Secondly, in order to summarize the dilemma of the intangible cultural heritage and tourism creative products of Tujia Brocade, the existing tourism products in the market were collected. Thirdly, these products were redesigned through the interview method and participatory design method. Last but not least, the Analytic Hierarchy Process (AHP) and Grey clustering method were used to analyze these redesigned tourism products. The value opportunity analysis of the four redesign samples was conducted. The results showed that the four samples belong to the moderate value opportunity products. Meanwhile, sample 1 is the preferred product of these four products. The research results can help designers and manufacturers to understand consumers’ psychology. It could also propel the development of the industry ecosystem of tourism cultural and creative products forward. It may help related products to be adjusted to meet consumer demand and generate profit.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"30 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":"126752234","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