Application of linguistic knowledge to search precision improvement

Osipov, G. S.; Smirnov, Ivan V.; Tikhomirov, Ilya; Zavjalova, Olga S.

doi:10.1109/is.2008.4670544

Cited by 5 publications

(6 citation statements)

References 2 publications

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“…Growth of the problems' number and complexity brings about the development of very diverse managerial methods [1][2][3][4]. Active usage of information technologies leads to emergence of the data large volumes [5] processing of which requires special methods.…”

Section: Literature Reviewmentioning

confidence: 99%

Problems of Projects Assessment in Terms of New Industrialization of Russia

Vershinina¹,

Koshkina²,

Orlova³

2019

Proceedings of the 2nd International Scientific Conference on New Industrialization: Global, National, Regional Dimension (SICN

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In the article the problems related to evaluating efficiency of investment projects within the framework of realizing new industrialization of Russia are analyzed. The main tendency that provides for innovation activity namely is regarded. Variants are analyzed of conducting innovation strategy formulated in the "Forecast of Social and Economic Development of the Russian Federation for a period till 2030". A conclusion is made on the necessity of realizing the third variant aimed at developing breakthrough technologies. As an example in this field it is proposed to study a project on creating a system of information-analytical searching based on the methods of artificial intelligence and aimed at fulfilling functions of intellectual management of innovation activity. The necessity to evaluate such projects from the position of the state, i.e. to evaluate their social efficiency, is also proved in the article. A variant of possible assessment of the project's effects on the scale of the country is determining the value of saving of time spent on searching scientific and technical information necessary for innovation activity. Moreover, in the article analysis of the present legislative base regulating innovation activity is conducted. Conclusions are made the present legal standards do not propose adequate approaches to evaluating innovation projects and their influence to the economy of the country. Besides, the projects in the sphere of new industrialization of Russia due to their novelty and vagueness of the final results demand more thorough examination which is impossible without attracting highly skilled specialists of assessment.

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Section: Literature Reviewmentioning

confidence: 99%

Problems of Projects Assessment in Terms of New Industrialization of Russia

Vershinina¹,

Koshkina²,

Orlova³

2019

Proceedings of the 2nd International Scientific Conference on New Industrialization: Global, National, Regional Dimension (SICN

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“…Elsevier Scopus [15] , Thomson Reuters Web of Science (WoS) [16] , eLIBRARY.RU [17] Import structured bibliographic data from publisher databases and scientific journals…”

Section: Scientific Citation Indexing Services and Databasesmentioning

confidence: 99%

“…Google Scholar considers citation counts and words included in the title of a document [21] [12]. Exactus Expert uses the complex text comparison algorithm [13], which combines statistical features of words (like TF-IDF or BM ranking [14,15] used in most of search engines) with linguistic features of a query and indexed texts [16].…”

Section: Information Search In Scientific Analytical Systemsmentioning

confidence: 99%

“…A project team has to be balanced and include scientists, engineers, PhD students, post doctoral, secondary staff, etc. For the evaluation of project teams, it is possible to apply methods of scientometrics (citations, indices, impact factors) [58] to profiles from scientific databases [15,16,12] . The better the team is, the greater the chances of success of the project are.…”

Section: Expert Reviews Of Proposed Randd Projectsmentioning

confidence: 99%

“…An expert's review tends to be more responsible, when the expert is aware of the possibility that their review will be verified. [16] Web of Science. Available at:…”

Section: Expert Reviews Of Proposed Randd Projectsmentioning

confidence: 99%

See 2 more Smart Citations

Information Retrieval for R&D support

Osipov

Smirnov

Tikhomirov

et al. 2014

Lecture Notes in Computer Science

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Abstract. Research and development (R&D) involves not only researchers but also many other specialists from different areas. All of them solve a variety of tasks that require comprehensive information and analytical support. This chapter discusses the major tasks arising in R&D: study of the state of the art in a given research area, prospects assessment of research fields and forecasting their development, quality assessment of scientific publications including plagiarism detection, and automated examination of proposed R&D projects. A number of informational and analytical systems have been developed to address these tasks. The main goal of this chapter is to give a review of R&D support functions of well-known and widely-used search and analytical systems and discuss information retrieval methods behind these functions.

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