TY - JOUR
T1 - Classification algorithms for interactive multimedia services
T2 - A review
AU - Tsai, Chun Wei
AU - Liao, Ming Yi
AU - Yang, Chu Sing
AU - Chiang, Ming Chao
N1 - Funding Information:
Acknowledgements This work was supported in part by the National Science Council of Taiwan, R.O.C., under Grants NSC100-2218-E-041-001-MY2, NSC99-2219-E-006-002, and NSC99-2221-E-110-052.
PY - 2013/11
Y1 - 2013/11
N2 - Interactive multimedia services, which integrate and unify techniques from a variety of disciplines, have been an active research topic for many years. However, two major challenges need to be overcome to provide a better service: The first is that interactive multimedia systems have to provide the contents a user needs at the right time no matter where the user is located and what device the user is using; the second is that the performance of such systems needs to be improved. Apparently, classification and clustering (also called unsupervised classification) algorithms play an indispensable role in these respects. Thus, this paper contains a review of the classification algorithms for interactive multimedia systems. Also discussed in this paper are several important issues, open questions, and trends.
AB - Interactive multimedia services, which integrate and unify techniques from a variety of disciplines, have been an active research topic for many years. However, two major challenges need to be overcome to provide a better service: The first is that interactive multimedia systems have to provide the contents a user needs at the right time no matter where the user is located and what device the user is using; the second is that the performance of such systems needs to be improved. Apparently, classification and clustering (also called unsupervised classification) algorithms play an indispensable role in these respects. Thus, this paper contains a review of the classification algorithms for interactive multimedia systems. Also discussed in this paper are several important issues, open questions, and trends.
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U2 - 10.1007/s11042-011-0957-0
DO - 10.1007/s11042-011-0957-0
M3 - Review article
AN - SCOPUS:84881170785
SN - 1380-7501
VL - 67
SP - 137
EP - 165
JO - Multimedia Tools and Applications
JF - Multimedia Tools and Applications
IS - 1
ER -