SOM-Hunter: Video Browsing With Relevance-to-SOM Feedback Loop
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F20%3A10405274" target="_blank" >RIV/00216208:11320/20:10405274 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1007/978-3-030-37734-2" target="_blank" >https://doi.org/10.1007/978-3-030-37734-2</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-37734-2" target="_blank" >10.1007/978-3-030-37734-2</a>
Alternative languages
Result language
angličtina
Original language name
SOM-Hunter: Video Browsing With Relevance-to-SOM Feedback Loop
Original language description
This paper presents a prototype video retrieval engine focusing on a simple known-item search workflow, where users initialize the search with a query and then use an iterative approach to explore a larger candidate set. Specifically, users gradually observe a sequence of displays and provide feedback to the system. The displays are dynamically created by a self organizing map that employs the scores based on the collected feedback, in order to provide a display matching the user preferences. In addition, users can inspect various other types of specialized displays for exploitation purposes, once promising candidates are found.
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
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
MultiMedia Modeling
ISBN
978-3-030-37733-5
ISSN
1611-3349
e-ISSN
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Number of pages
6
Pages from-to
790-795
Publisher name
Springer
Place of publication
Cham
Event location
Daejeon, Korea (Republic of)
Event date
Jan 5, 2020
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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