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Real-time recommendation method of online education resources based on improved decision tree algorithm 基于改进决策树算法的在线教育资源实时推荐方法
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.134840
Shufang Xiao, Jue Liu, Ping Xu
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引用次数: 0
A feature extraction method of English learning behaviour data based on improved maximum expectation clustering 基于改进最大期望聚类的英语学习行为数据特征提取方法
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.134254
Rui Yang
{"title":"A feature extraction method of English learning behaviour data based on improved maximum expectation clustering","authors":"Rui Yang","doi":"10.1504/ijict.2023.134254","DOIUrl":"https://doi.org/10.1504/ijict.2023.134254","url":null,"abstract":"","PeriodicalId":39396,"journal":{"name":"International Journal of Information and Communication Technology","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":"136372663","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
Group popular travel route recommendation method based on dynamic clustering 基于动态聚类的群体热门旅游路线推荐方法
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.134247
Yanhua Guo
{"title":"Group popular travel route recommendation method based on dynamic clustering","authors":"Yanhua Guo","doi":"10.1504/ijict.2023.134247","DOIUrl":"https://doi.org/10.1504/ijict.2023.134247","url":null,"abstract":"","PeriodicalId":39396,"journal":{"name":"International Journal of Information and Communication Technology","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":"136371409","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
Study on fast collection method of massive marketing data based on crawler technology 基于爬虫技术的海量营销数据快速采集方法研究
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.134251
Shuiying Hu
{"title":"Study on fast collection method of massive marketing data based on crawler technology","authors":"Shuiying Hu","doi":"10.1504/ijict.2023.134251","DOIUrl":"https://doi.org/10.1504/ijict.2023.134251","url":null,"abstract":"","PeriodicalId":39396,"journal":{"name":"International Journal of Information and Communication Technology","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":"136372108","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 identifying and evaluating energy meter data based on big data analysis technology 一种基于大数据分析技术的电能表数据识别与评估方法
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.134852
Chencheng Wang
{"title":"A method for identifying and evaluating energy meter data based on big data analysis technology","authors":"Chencheng Wang","doi":"10.1504/ijict.2023.134852","DOIUrl":"https://doi.org/10.1504/ijict.2023.134852","url":null,"abstract":": In order to explore the measurement performance of grid energy meters under multi-dimensional influence conditions on site and map their measurement errors under standard laboratory conditions, a measurement error estimation method for on-site service energy meters based on big data analysis technology is proposed, which combines environmental data and electrical factor data from on-site operation to achieve online measurement error estimation. To address the problem of electricity meter demand prediction, a reasonable optimisation allocation model for electricity meters based on Shapley combination model and neural network is established to improve the accuracy of demand prediction. By mining historical data, Holt Winters, BP neural network, and RBF neural network models are used to predict, compare, and analyse the demand for electricity meters. The test results indicate that the built model can achieve reliability evaluation based on the real-time operating status of intelligent energy meters, providing auxiliary decision-making for the operation and maintenance of intelligent energy meters.","PeriodicalId":39396,"journal":{"name":"International Journal of Information and Communication Technology","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":"135709260","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
Multimedia teaching resource allocation method for distance online education based on packet cluster mapping 基于包簇映射的远程在线教育多媒体教学资源分配方法
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.134841
Yiming Qu, I Hua Chen, Shangjie Meng
{"title":"Multimedia teaching resource allocation method for distance online education based on packet cluster mapping","authors":"Yiming Qu, I Hua Chen, Shangjie Meng","doi":"10.1504/ijict.2023.134841","DOIUrl":"https://doi.org/10.1504/ijict.2023.134841","url":null,"abstract":"","PeriodicalId":39396,"journal":{"name":"International Journal of Information and Communication Technology","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":"135709268","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 deep mining model of online learning data based on multiscale clustering 基于多尺度聚类的在线学习数据深度挖掘模型研究
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.134253
Lijuan Liu
{"title":"Research on deep mining model of online learning data based on multiscale clustering","authors":"Lijuan Liu","doi":"10.1504/ijict.2023.134253","DOIUrl":"https://doi.org/10.1504/ijict.2023.134253","url":null,"abstract":"","PeriodicalId":39396,"journal":{"name":"International Journal of Information and Communication Technology","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":"136372366","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
Investigating the effect of TEC variability on a dual-band GNSS receiver’s geographic location using carrier phase measurement 利用载波相位测量研究了TEC变化对双频GNSS接收机地理位置的影响
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.10056906
Shivin Aggarwal, S. Kundu, S. Chintagunta, B. Patnaik, Udaya Kumar Sahoo
{"title":"Investigating the effect of TEC variability on a dual-band GNSS receiver’s geographic location using carrier phase measurement","authors":"Shivin Aggarwal, S. Kundu, S. Chintagunta, B. Patnaik, Udaya Kumar Sahoo","doi":"10.1504/ijict.2023.10056906","DOIUrl":"https://doi.org/10.1504/ijict.2023.10056906","url":null,"abstract":"","PeriodicalId":39396,"journal":{"name":"International Journal of Information and Communication Technology","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":"67043506","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
Study on recommendation of personalised learning resources based on deep reinforcement learning 基于深度强化学习的个性化学习资源推荐研究
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.134832
Zilong Li, Hongdong Wang
{"title":"Study on recommendation of personalised learning resources based on deep reinforcement learning","authors":"Zilong Li, Hongdong Wang","doi":"10.1504/ijict.2023.134832","DOIUrl":"https://doi.org/10.1504/ijict.2023.134832","url":null,"abstract":"","PeriodicalId":39396,"journal":{"name":"International Journal of Information and Communication Technology","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":"135709269","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
Study on route selection method of scenic spot tourism based on GIS spatial model 基于GIS空间模型的景区旅游路线选择方法研究
International Journal of Information and Communication Technology Pub Date : 2023-01-01 DOI: 10.1504/ijict.2023.134248
Yaqi Shi
{"title":"Study on route selection method of scenic spot tourism based on GIS spatial model","authors":"Yaqi Shi","doi":"10.1504/ijict.2023.134248","DOIUrl":"https://doi.org/10.1504/ijict.2023.134248","url":null,"abstract":"","PeriodicalId":39396,"journal":{"name":"International Journal of Information and Communication Technology","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":"136372367","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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