Y. Korukhova, Kseniia Pavlovna Kriger, Evgeniia Borisovna Riazanova
{"title":"带公式文本的信息检索","authors":"Y. Korukhova, Kseniia Pavlovna Kriger, Evgeniia Borisovna Riazanova","doi":"10.20948/abrau-2022-7","DOIUrl":null,"url":null,"abstract":"Nowadays a large number of scientific articles, research texts and books have been converted into digital form and published on open-access web sites. Formulas are an important component of research works, especially in mathematics, in natural sciences and in engineering disciplines. But most of the well-known modern search engines do not implement mathematical retrieval of texts from formulas. A mathematical search engine could solve many problems for authors doing some research and also for educational purposes also. In this paper, an approach to creating a mathematical search system for collections of documents, including those containing scanned images, is proposed: software tools and libraries are selected that allow them to be automatically translated into a structured form with possible error corrections. The paper presents a method for constructing an index and a fuzzy search algorithm. The proposed approaches are implemented in a prototype software system.","PeriodicalId":277406,"journal":{"name":"Proceedings of 24th Scientific Conference “Scientific Services & Internet – 2022”","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Information Retrieval for Texts with Formulas\",\"authors\":\"Y. Korukhova, Kseniia Pavlovna Kriger, Evgeniia Borisovna Riazanova\",\"doi\":\"10.20948/abrau-2022-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nowadays a large number of scientific articles, research texts and books have been converted into digital form and published on open-access web sites. Formulas are an important component of research works, especially in mathematics, in natural sciences and in engineering disciplines. But most of the well-known modern search engines do not implement mathematical retrieval of texts from formulas. A mathematical search engine could solve many problems for authors doing some research and also for educational purposes also. In this paper, an approach to creating a mathematical search system for collections of documents, including those containing scanned images, is proposed: software tools and libraries are selected that allow them to be automatically translated into a structured form with possible error corrections. The paper presents a method for constructing an index and a fuzzy search algorithm. The proposed approaches are implemented in a prototype software system.\",\"PeriodicalId\":277406,\"journal\":{\"name\":\"Proceedings of 24th Scientific Conference “Scientific Services & Internet – 2022”\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of 24th Scientific Conference “Scientific Services & Internet – 2022”\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.20948/abrau-2022-7\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 24th Scientific Conference “Scientific Services & Internet – 2022”","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.20948/abrau-2022-7","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Nowadays a large number of scientific articles, research texts and books have been converted into digital form and published on open-access web sites. Formulas are an important component of research works, especially in mathematics, in natural sciences and in engineering disciplines. But most of the well-known modern search engines do not implement mathematical retrieval of texts from formulas. A mathematical search engine could solve many problems for authors doing some research and also for educational purposes also. In this paper, an approach to creating a mathematical search system for collections of documents, including those containing scanned images, is proposed: software tools and libraries are selected that allow them to be automatically translated into a structured form with possible error corrections. The paper presents a method for constructing an index and a fuzzy search algorithm. The proposed approaches are implemented in a prototype software system.