@InProceedings{Leopold2004, author = {Leopold, Klaus and Jannach, Dietmar and Hellwagner, Hermann}, booktitle = {Proceedings of SPIE, Internet Multimedia Mangement Systems V}, title = {Knowledge-based media adaptation}, year = {2004}, address = {Bellingham, WA}, editor = {Smith, John R and Zhang, Tong and Panchanathan, Sethuraman}, month = oct, pages = {111-120}, publisher = {SPIE- The International Society for Optical Engineering}, series = {SPIE Proceedings Series}, abstract = {This paper introduces the principal approach and describes the basic architecture and current implementation of the knowledge-based multimedia adaptation framework we are currently developing. The framework can be used in Universal Multimedia Access scenarios, where multimedia content has to be adapted to specific usage environment parameters (network and client device capabilities, user preferences). Using knowledge-based techniques (state-space planning), the framework automatically computes an adaptation plan, i.e., a sequence of media conversion operations, to transform the multimedia resources to meet the client's requirements or constraints. The system takes as input standards-compliant descriptions of the content (using MPEG-7 metadata) and of the target usage environment (using MPEG-21 Digital Item Adaptation metadata) to derive start and goal states for the planning process, respectively. Furthermore, declarative descriptions of the conversion operations (such as available via software library functions) enable existing adaptation algorithms to be invoked without requiring programming effort. A running example in the paper illustrates the descriptors and techniques employed by the knowledge-based media adaptation system.}, doi = {10.1117/12.577420}, edition = {Volume 5601}, isbn13 = {9780819455543}, issn = {0277-786X}, language = {EN}, talktype = {none} }