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International Journal of Networking and Virtual Organisations最新文献

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A Longitudinal Study of the Interplay Between Team Dynamics and Media Use in Virtual Teams 虚拟团队中团队动力与媒体使用相互作用的纵向研究
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.10058277
Johnnie J. Drake, Christopher P. Furner, Ravi C. Paul
{"title":"A Longitudinal Study of the Interplay Between Team Dynamics and Media Use in Virtual Teams","authors":"Johnnie J. Drake, Christopher P. Furner, Ravi C. Paul","doi":"10.1504/ijnvo.2023.10058277","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.10058277","url":null,"abstract":"","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66787919","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
Electronic commerce information personalized recommendation method based on social network data mining 基于社交网络数据挖掘的电子商务信息个性化推荐方法
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.10059266
Ping Wen, Ding Ding
{"title":"Electronic commerce information personalized recommendation method based on social network data mining","authors":"Ping Wen, Ding Ding","doi":"10.1504/ijnvo.2023.10059266","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.10059266","url":null,"abstract":"","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135600397","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 tennis-assisted teaching assessment technology based on improved dense trajectory algorithm 基于改进密集轨迹算法的网球辅助教学评价技术研究
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.133870
Mengran Niu
{"title":"Research on tennis-assisted teaching assessment technology based on improved dense trajectory algorithm","authors":"Mengran Niu","doi":"10.1504/ijnvo.2023.133870","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.133870","url":null,"abstract":"With the continuous development of artificial intelligence technology, tennis robots begin to enter people's lives. This study proposes a tennis-assisted teaching evaluation method based on improved dense trajectory algorithm. The results show that the best recognition effect is obtained under the division method when the division parameters nσ and nΓ of non-fixed-length trajectories are 2 and 3 respectively. The calculation effect obtained by Chebyshev distance formula is better, and the distance between various types of actions is mainly distributed around 0.2, and the actual distance existing between them and the standard action is smaller. The BD rate of 4K video increases from 11.45% to 32.98%, while that of 8K video increases from 1.82% to 7.61%. The more the number of tile divided by the system, the more the performance is lost, and globally, the coding performance affected by the optimised MCTS is acceptable. From the global view of the test, it is still possible to accept the transmission delay caused by the faster code stream fusion to the system.","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136003509","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
AGA-BP algorithm for the evaluation model of teaching quality of dance drama performance 基于AGA-BP算法的舞剧表演教学质量评价模型
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.133869
Yueying Xiao
{"title":"AGA-BP algorithm for the evaluation model of teaching quality of dance drama performance","authors":"Yueying Xiao","doi":"10.1504/ijnvo.2023.133869","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.133869","url":null,"abstract":"","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136003752","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
Optimisation of UCB algorithm based on cultural content orientation of film and television in the digital era 数字时代基于影视文化内容导向的UCB算法优化
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.133865
Bin Li
{"title":"Optimisation of UCB algorithm based on cultural content orientation of film and television in the digital era","authors":"Bin Li","doi":"10.1504/ijnvo.2023.133865","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.133865","url":null,"abstract":"To improve the effect of the upper confidence bound (UCB) algorithm in the recommendation of online courses of film and television culture, the paper proposes the recommendation method with time-varying Linucb. Firstly, the time-varying Linucb is introduced, and the UCB is optimised by using the attention mechanism and the short-term and short-term memory network. The results show that the recommendation accuracy of the improved model reaches up to 93%, and the novelty is basically stable at 70%. Compared with UCB, the average course viewing time of users has been extended by two hours, and the average course registration rate has remained stable at over 84%. This indicates that the improved recommendation model has excavated the diverse learning needs of users and can provide accurate course recommendation services for users, which is conducive to optimising the effectiveness of film and television cultural education.","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136003762","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
An actor-network model for developing data sovereignty: evidence from Indonesia 发展数据主权的行动者-网络模型:来自印度尼西亚的证据
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.134283
Musfiah Saidah, N.A. Purwadi
{"title":"An actor-network model for developing data sovereignty: evidence from Indonesia","authors":"Musfiah Saidah, N.A. Purwadi","doi":"10.1504/ijnvo.2023.134283","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.134283","url":null,"abstract":"","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135006910","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
A Method for Predicting Consumer Purchase Intention in E-commerce in the Era of Social Media 社交媒体时代电子商务消费者购买意愿预测方法
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.10059364
Aihua Mo
{"title":"A Method for Predicting Consumer Purchase Intention in E-commerce in the Era of Social Media","authors":"Aihua Mo","doi":"10.1504/ijnvo.2023.10059364","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.10059364","url":null,"abstract":"","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135653455","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
The application and research of double-layer music emotion classification model based on random forest algorithm in digital music 基于随机森林算法的双层音乐情感分类模型在数字音乐中的应用与研究
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.133878
Linna Huang
{"title":"The application and research of double-layer music emotion classification model based on random forest algorithm in digital music","authors":"Linna Huang","doi":"10.1504/ijnvo.2023.133878","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.133878","url":null,"abstract":"","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136003046","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
Application of virtual reality and multimedia integration in piano teaching of sound education major in colleges and universities 虚拟现实与多媒体集成在高校音响教育专业钢琴教学中的应用
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.133874
Peng Liu
{"title":"Application of virtual reality and multimedia integration in piano teaching of sound education major in colleges and universities","authors":"Peng Liu","doi":"10.1504/ijnvo.2023.133874","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.133874","url":null,"abstract":"The research has organically integrated VR and multimedia technology, built a corresponding piano teaching platform, and verified its effectiveness through experiments. The experimental results show that the classification effect, classification accuracy and recognition rate have been significantly enhanced after the internal selection algorithm of VR-MM is improved. Among them, the VLRAMM-BPNN algorithm, combining the two improved algorithms with BPNN, has the best performance, the highest coincidence between actual and predicted classification results, the highest classification accuracy of 95.93%, and the recognition rate is 21.6% higher than that of BPNN. According to the overall performance test of VR-MM, both the response speed and various stress tests have achieved the desired results. When the number of people is set at 10,000, the pressure has also reached the bottleneck, fully meeting the actual needs of piano teaching. To sum up, the performance of VR-MM has achieved the expected effect.","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136004372","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
Application research of improved Apriori algorithm in teaching evaluation of mobile platform for elderly education 改进Apriori算法在老年教育移动平台教学评价中的应用研究
International Journal of Networking and Virtual Organisations Pub Date : 2023-01-01 DOI: 10.1504/ijnvo.2023.133877
Jun Chen
{"title":"Application research of improved Apriori algorithm in teaching evaluation of mobile platform for elderly education","authors":"Jun Chen","doi":"10.1504/ijnvo.2023.133877","DOIUrl":"https://doi.org/10.1504/ijnvo.2023.133877","url":null,"abstract":"How to improve the teaching level of elderly education is of great practical significance to the current 'elderly' countries and regions. In this study, we improve the Apriori algorithm to analyse the teaching evaluation data, and test the performance and apply the analysis. The results show that the minimum and maximum runtime of the traditional Apriori algorithm is 23 ms and 177 ms respectively, while the minimum and maximum runtime of the improved Apriori algorithm is 17 ms and 163 ms respectively, which indicates a better classification performance in data mining. The basic information of teachers was analysed to show the association of teachers' titles, education and age. Compared with other algorithms, the improved Apriori algorithm saves running time to a certain extent, has better accuracy and precision than other algorithms, and can achieve effective analysis of teaching evaluation data on the mobile platform for senior education.","PeriodicalId":52509,"journal":{"name":"International Journal of Networking and Virtual Organisations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136004377","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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