Pub Date : 2023-01-01DOI: 10.1504/ijict.2023.134840
Shufang Xiao, Jue Liu, Ping Xu
{"title":"Real-time recommendation method of online education resources based on improved decision tree algorithm","authors":"Shufang Xiao, Jue Liu, Ping Xu","doi":"10.1504/ijict.2023.134840","DOIUrl":"https://doi.org/10.1504/ijict.2023.134840","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":"135709256","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 : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 10.1504/ijict.2023.134852
Chencheng Wang
: 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.
{"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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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 receivers 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}
Pub Date : 2023-01-01DOI: 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}
Pub Date : 2023-01-01DOI: 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}
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