A FUZZY CONCEPTUAL MODEL FOR MULTIMEDIA DATA WITH A TEXT-BASED AUTOMATIC ANNOTATION SCHEME
dc.authorid | Koyuncu, Murat/0000-0003-1958-5945 | |
dc.authorid | Koyuncu, Murat/0000-0003-1958-5945 | |
dc.authorid | YAZICI, Adnan/0000-0001-9404-9494 | |
dc.authorid | Kucuk, Dilek/0000-0003-2656-1300 | |
dc.authorscopusid | 25652213800 | |
dc.authorscopusid | 32067506300 | |
dc.authorscopusid | 7005892047 | |
dc.authorscopusid | 7004305370 | |
dc.authorwosid | Koyuncu, Murat/C-9407-2017 | |
dc.authorwosid | Koyuncu, Murat/ABI-5498-2020 | |
dc.authorwosid | Kucuk, Dilek/D-4752-2015 | |
dc.contributor.author | Koyuncu, Murat | |
dc.contributor.author | Burcuozgur, N. | |
dc.contributor.author | Yazici, Adnan | |
dc.contributor.author | Koyuncu, Murat | |
dc.contributor.other | Information Systems Engineering | |
dc.date.accessioned | 2024-07-05T15:11:49Z | |
dc.date.available | 2024-07-05T15:11:49Z | |
dc.date.issued | 2009 | |
dc.department | Atılım University | en_US |
dc.department-temp | [Kucuk, Dilek; Burcuozgur, N.; Yazici, Adnan] Middle E Tech Univ, Dept Comp Engn, TR-06531 Ankara, Turkey; [Koyuncu, Murat] Atilim Univ, Dept Comp Engn, TR-06836 Ankara, Turkey | en_US |
dc.description | Koyuncu, Murat/0000-0003-1958-5945; Koyuncu, Murat/0000-0003-1958-5945; YAZICI, Adnan/0000-0001-9404-9494; Kucuk, Dilek/0000-0003-2656-1300 | en_US |
dc.description.abstract | The size of multimedia data is increasing fast due to the abundance of multimedia applications. Modeling the semantics of the data effectively is crucial for proper management of it. In this paper, we present a fuzzy conceptual data model for multimedia data which is also generic in the sense that it can be adapted to all multimedia domains. The model takes an object-oriented approach and it handles fuzziness at different representation levels where fuzziness is inherent in multimedia applications and should be properly modeled. The proposed model also has the nice feature of representing the structural hierarchy of multimedia data as well as the spatial and temporal relations of the data. The model is applied to the news video domain and implemented as a fuzzy multimedia database system where it turns out to be effective in representing the domain and thereby provides an evidence for the general applicability of the model. The model is accompanied by an automatic multimedia annotation scheme which makes use of information extraction techniques on the corresponding multimedia texts. | en_US |
dc.description.sponsorship | TUBITAK [EEEAG106E012] | en_US |
dc.description.sponsorship | This work is supported in part by a research grant from TUBITAK EEEAG106E012.; We owe special thanks to the following members of our research project for their contributions: Hakan Oztarak, Umit L. Altintakan, Utku Demir, Muhsin Civelek, Ozan Kusmen, Neriman Atar, Gozde B. Akar, Turgay Yilmaz, and Yakup ildirim | en_US |
dc.identifier.citation | 7 | |
dc.identifier.doi | 10.1142/S0218488509006066 | |
dc.identifier.endpage | 152 | en_US |
dc.identifier.issn | 0218-4885 | |
dc.identifier.issn | 1793-6411 | |
dc.identifier.scopus | 2-s2.0-68549094623 | |
dc.identifier.startpage | 135 | en_US |
dc.identifier.uri | https://doi.org/10.1142/S0218488509006066 | |
dc.identifier.uri | https://hdl.handle.net/20.500.14411/1498 | |
dc.identifier.volume | 17 | en_US |
dc.identifier.wos | WOS:000268447700008 | |
dc.identifier.wosquality | Q4 | |
dc.language.iso | en | en_US |
dc.publisher | World Scientific Publ Co Pte Ltd | en_US |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Conceptual design | en_US |
dc.subject | fuzzy multimedia modeling | en_US |
dc.subject | multimedia databases | en_US |
dc.subject | news videos | en_US |
dc.subject | semantic annotation | en_US |
dc.title | A FUZZY CONCEPTUAL MODEL FOR MULTIMEDIA DATA WITH A TEXT-BASED AUTOMATIC ANNOTATION SCHEME | en_US |
dc.type | Article | en_US |
dspace.entity.type | Publication | |
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