Mining Multimedia and Complex Data: KDD Workshop MDM/KDD 2002, PAKDD Workshop KDMCD 2002, Revised Papers - Couverture souple

Simoff, Simeon; Djeraba, Chabane; Zaiane, Osmar R.

 
9783540203056: Mining Multimedia and Complex Data: KDD Workshop MDM/KDD 2002, PAKDD Workshop KDMCD 2002, Revised Papers
Couverture souple
ISBN 10 : 3540203052 ISBN 13 : 9783540203056
Editeur : Springer, 2008

Synopsis

1 WorkshopTheme Digital multimedia di?ers from previous forms of combined media in that the bits that represent text, images, animations, and audio, video and other signals can be treated as data by computer programs. One facet of this diverse data in termsofunderlyingmodelsandformatsisthatitissynchronizedandintegrated, hence it can be treated as integral data records. Such records can be found in a number of areas of human endeavour. Modern medicine generates huge amounts of such digital data. Another - ample is architectural design and the related architecture, engineering and c- struction (AEC) industry. Virtual communities (in the broad sense of this word, which includes any communities mediated by digital technologies) are another example where generated data constitutes an integral data record. Such data may include data about member pro?les, the content generated by the virtual community, and communication data in di?erent formats, including e-mail, chat records, SMS messages, videoconferencing records. Not all multimedia data is so diverse. An example of less diverse data, but data that is larger in terms of the collected amount, is that generated by video surveillance systems, where each integral data record roughly consists of a set of time-stamped images - the video frames. In any case, the collection of such in- gral data records constitutes a multimedia data set. The challenge of extracting meaningful patterns from such data sets has led to the research and devel- ment in the area of multimedia data mining.

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Éditeur
Springer
Date d'édition
2008
Langue
anglais
ISBN 10 
3540203052
ISBN 13 
9783540203056
Reliure
Broché
Nombre de pages
296
Coordonnées du fabricant
non disponible
Personne responsable
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Autres éditions populaires du même titre

9783662201152: Mining Multimedia and Complex Data: KDD Workshop MDM/KDD 2002, PAKDD Workshop KDMCD 2002, Revised Papers

Edition présentée

ISBN 10 :  3662201151 ISBN 13 :  9783662201152
Editeur : Springer, 2014
Couverture souple