Innovative Approach to Information Search by Example of a Patent Analysis of an Important Substitution Plan

Maria A. Milkova ()

Economics of Contemporary Russia, 2020, issue 1

Abstract: Nowadays the process of information accumulation is so rapid that the concept of the usual iterative search requires revision. Being in the world of oversaturated information in order to comprehensively cover and analyze the problem under study, it is necessary to make high demands on the search methods. An innovative approach to search should flexibly take into account the large amount of already accumulated knowledge and a priori requirements for results. The results, in turn, should immediately provide a roadmap of the direction being studied with the possibility of as much detail as possible. The approach to search based on topic modeling, the so-called topic search, allows you to take into account all these requirements and thereby streamline the nature of working with information, increase the efficiency of knowledge production, avoid cognitive biases in the perception of information, which is important both on micro and macro level. In order to demonstrate an example of applying topic search, the article considers the task of analyzing an import substitution program based on patent data. The program includes plans for 22 industries and contains more than 1,500 products and technologies for the proposed import substitution. The use of patent search based on topic modeling allows to search immediately by the blocks of a priori information – terms of industrial plans for import substitution and at the output get a selection of relevant documents for each of the industries. This approach allows not only to provide a comprehensive picture of the effectiveness of the program as a whole, but also to visually obtain more detailed information about which groups of products and technologies have been patented.

Date: 2020
References: Add references at CitEc
Citations:

Downloads: (external link)
https://www.ecr-journal.ru/jour/article/viewFile/488/353 (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:ack:journl:y:2020:id:488

DOI: 10.33293/1609-1442-2020-1(88)-143-157

Access Statistics for this article

More articles in Economics of Contemporary Russia from Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences
Bibliographic data for series maintained by Ð ÐµÐ´Ð°ÐºÑ†Ð¸Ñ ().