Seeking Relevant Information Sources
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19240%2F19%3AA0000685" target="_blank" >RIV/47813059:19240/19:A0000685 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/9119332" target="_blank" >https://ieeexplore.ieee.org/document/9119332</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/Informatics47936.2019.9119332" target="_blank" >10.1109/Informatics47936.2019.9119332</a>
Alternative languages
Result language
angličtina
Original language name
Seeking Relevant Information Sources
Original language description
In this paper we deal with the problem of seeking relevant information sources selected from scientific or other electronic publications. In the era of information surfeit, it is getting more and more difficult to extract relevant and reliable sources of information from the huge number of e-sources. The starting point is user's query for a given concept or topic. Our algorithm applies machine learning methods in order to propose hypothetic explications of the sought terms based on pieces of information extracted from the potentially relevant e-sources. Hypotheses, formalized in the TIL-Script language, are incrementally built by applying heuristic functions. The user thus obtains as closed approximations of the meaning of the sought terms as possible that at the same time provide fine-grained keyword definitions. As a result, it should be much easier to decide which of the e-sources are relevant for user's interest.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2019 IEEE 15th International Scientific Conference on Informatics
ISBN
9781728131818
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
255-260
Publisher name
Institute of Electrical and Electronics Engineers
Place of publication
Montreal, Canada
Event location
Poprad, Slovakia
Event date
Jan 1, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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