Nikola Petkov, N. Christoff, A. Manolova, Krasimir Tonchev, V. Poulkov
{"title":"Experimental Platform Measuring Semantic Information and Semantic Heterogeneous Data Compression","authors":"Nikola Petkov, N. Christoff, A. Manolova, Krasimir Tonchev, V. Poulkov","doi":"10.1109/ECTIDAMTNCON57770.2023.10139645","DOIUrl":null,"url":null,"abstract":"The use of semantic information necessitates a quantitative assessment of the information in general. This article will provide an overview and analysis of the present state of semantic information measurement as methods and algorithms for semantic data reduction. We propose an algorithm combining initial information classification, knowledge enrichment through keywords, identification of potential semantic correlations between them, and semantic information extraction.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"37 1","pages":"258-263"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transactions on Electrical Engineering, Electronics, and Communications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139645","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Engineering","Score":null,"Total":0}
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Abstract
The use of semantic information necessitates a quantitative assessment of the information in general. This article will provide an overview and analysis of the present state of semantic information measurement as methods and algorithms for semantic data reduction. We propose an algorithm combining initial information classification, knowledge enrichment through keywords, identification of potential semantic correlations between them, and semantic information extraction.
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