Detection of Domain-Specific Trends in Text Collections

A. Y. Antonova; D. Ilvovsky

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October 14, 2026

At HSE University–St Petersburg, Experts Discuss How AI Changes Tourist Routes and Cultural Heritage

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October 12, 2026

Road Injuries Leading Cause of Death Among Men Aged 10 to 39

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Detection of Domain-Specific Trends in Text Collections

P. 78–84.

Гадельшин И. Ф., Antonova A. Y., Ilvovsky D.

This study considers the problem of automatic trend detection in document
collections related to several specific domains. The suggested trend detection algorithm is
based on the domain-specific trend model. The algorithm was evaluated on documents from
shipbuilding and power engineering domains.

Language: English

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Keywords: current trends

Publication based on the results of:

Mathematical models, algorithms and software for data mining in the text and the structural form (2014)

In book

Analysis of Images, Social Networks and Texts Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers

Vol. 439. , Berlin: Springer, 2014.

Современные тренды в образовательной стратегии университета / Modern trends in the educational strategy of University

Kozlovskaya V. G., В кн.: Теоретические и практические проблемы развития современной науки. Материалы II Международной научно-практической конференции (26 января 2015 г.).: Махачкала: [б.и.], 2015. С. 46–52.

The article highlights the current trends in educational strategies of University. It’s a mix of theoretical aspects and practical materials – the most productive and effective teaching methods to encourage students to learn for themselves, think independently, generate debates to hone language and communicative skills and presentation techniques at students’ led conferences and in the ...

Added: March 2, 2015