Искусственный интеллект: карта научного направления в трудах конференций РАИИ
Highly cited scientific papers by Russian authors are studied. A definition of highly cited papers based on the interpretation provided by the Essential Science Indicators database is presented; the number of highly cited Russian papers is analyzed against the background of global indices and the disciplinary distribution of these papers is explored. It is shown that in all scientific areas the share of Russian papers that become highly cited is below world average. The impact of coauthorship with foreign scientists on the creation of highly cited papers is investigated. It is concluded that international collaboration has a key role in the related process.
The article examines the status system of the local academic community of St. Petersburg sociologists. The list of most cited authors was obtained from citation analysis of selected Russian sociological journals. The results suggest that the status system is divided in isolated segments with few citation exchanges between different segments. Each part of the sociological community produces its own list of influentials. With a few exceptions there are no authors central for the whole community. Even the embeddedness of various segments in the same local space does not stimulate circulation of attention between different parts of the community.
In the current context of the globalization of science, excellence is most often associated with internationalization and assessed through high-impact “international” (English-language) publications. Taking Russian economic science as a case study, this paper argues that the strategies of internationalization of national disciplinary fields are primarily determined by the parameters of the global economics itself. My analysis of the Russian publications in economics covered by Web of Science demonstrates that the very repertoire of international publication strategies of Russian authors is determined by the transnational system of communication in economics. Economics papers from peripheral nations are essentially assigned to regional or “area studies” periodicals, which do not belong to the core of the discipline. Publication in top economics journals requires a specific “international” competency usually obtained through doctoral training at Anglo-American or equivalent PhD programs and generally implies a delocalization of research objects and questions.
Proceedings of the International Society for Informetrics and Scientometrics Conference. Indexed in Web of Science and Scopus.
The paper presents methods and algorithms for identifying complex concepts relevant for the domain of technological foresight within text collections. An approach based on the so called “black box” principle and combination of statistical and linguistic methods is proposed.
This book constitutes the refereed proceedings of the 12th Industrial Conference on Data Mining, ICDM 2012, held in Berlin, Germany in July 2012. The 22 revised full papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on data mining in medicine and biology; data mining for energy industry; data mining in traffic and logistic; data mining in telecommunication; data mining in engineering; theory in data mining; theory in data mining: clustering; theory in data mining: association rule mining and decision rule mining.