Extension and Evaluation of Interface “2D-RIB“ for Impression-Based Retrieval
Recently, lots of researchers are attracted to retrieving
multimedia database by using some impression words and their values.
Ikezoe-s research is one of the representatives and uses eight pairs of
opposite impression words. We had modified its retrieval interface and
proposed '2D-RIB'. In '2D-RIB', after a retrieval person selects a
single basic music, the system visually shows some other music
around the basic one along relative position. He/she can select one of
them fitting to his/her intention, as a retrieval result. The purpose of
this paper is to improve his/her satisfaction level to the retrieval result
in 2D-RIB. One of our extensions is to define and introduce the
following two measures: 'melody goodness' and 'general acceptance'.
We implement them in different five combinations. According to an
evaluation experiment, both of these two measures can contribute to
the improvement. Another extension is three types of customization.
We have implemented them and clarified which customization is
effective.
[1] T. Hochin, K. Yamada, and T. Tsuji, "Multimedia Data Access Based on t
he Sensitivity Factors," Proceedings of the 2000 International Database
Engineering and Applications Symposium (IDEAS-00), pp.319-326,
2000.
[2] T. Ikezoe, Y. Kajikawa, and Y. Nomura:, "Music database retrieval
system with Sensitivity words using music sensitivity space," Journal of
Information Processing Society Japan, vol. 42, no. 12, pp.3201-3212,
2001.
[3] T. Bozkaya, and M. Ozsoyoglu, "Indexing Large Metric Spaces for
Similarity Search Queries," ACM Transactions on Database Systems,
Vol.24, No.3, pp.361-404, 1999.
[4] G.Salton, M.J.McGill, Introduction to Modern Information Retrival,
McGraw-Hill, 1983.
[5] J.O.Kim, and C.W.Muller, Fator Analysis: statistical Methods and
Practical Lssaes, Sage Pubns, 1979.
[6] J. G.Snider, and C. E .Osgood,, "Semantic Differential Technique - A
Sourcebook", Aldine Pub. Company, 1969.
[7] T. Takayama, T. Ikeda, S. Kuroda, and Y. Takeda, "Retrieval interface
ÔÇÿ2D-RIB- for music database by the combination of values of fixed
numbers of opposite impression pairs," Journal of Database Society of
Japan - DBSJ Letters, Vol.3, No.4, pp.29-32, 2005.
[8] T. Takayama, T. Ikeda, Y.Takeda, and S.Kuroda, "Proposition of Direct
Interface for Multimedia Database Retrieval by the Combination of
Impression Values," Proceedings of the 2003 IEEE Pacific Rim
Conference on Communications, Computers and Signal Prosessing,
PP.609-612, 2003.
[1] T. Hochin, K. Yamada, and T. Tsuji, "Multimedia Data Access Based on t
he Sensitivity Factors," Proceedings of the 2000 International Database
Engineering and Applications Symposium (IDEAS-00), pp.319-326,
2000.
[2] T. Ikezoe, Y. Kajikawa, and Y. Nomura:, "Music database retrieval
system with Sensitivity words using music sensitivity space," Journal of
Information Processing Society Japan, vol. 42, no. 12, pp.3201-3212,
2001.
[3] T. Bozkaya, and M. Ozsoyoglu, "Indexing Large Metric Spaces for
Similarity Search Queries," ACM Transactions on Database Systems,
Vol.24, No.3, pp.361-404, 1999.
[4] G.Salton, M.J.McGill, Introduction to Modern Information Retrival,
McGraw-Hill, 1983.
[5] J.O.Kim, and C.W.Muller, Fator Analysis: statistical Methods and
Practical Lssaes, Sage Pubns, 1979.
[6] J. G.Snider, and C. E .Osgood,, "Semantic Differential Technique - A
Sourcebook", Aldine Pub. Company, 1969.
[7] T. Takayama, T. Ikeda, S. Kuroda, and Y. Takeda, "Retrieval interface
ÔÇÿ2D-RIB- for music database by the combination of values of fixed
numbers of opposite impression pairs," Journal of Database Society of
Japan - DBSJ Letters, Vol.3, No.4, pp.29-32, 2005.
[8] T. Takayama, T. Ikeda, Y.Takeda, and S.Kuroda, "Proposition of Direct
Interface for Multimedia Database Retrieval by the Combination of
Impression Values," Proceedings of the 2003 IEEE Pacific Rim
Conference on Communications, Computers and Signal Prosessing,
PP.609-612, 2003.
@article{"International Journal of Information, Control and Computer Sciences:49928", author = "S. Kikuchi and Y. Hashimoto and T. Takayama and T. Ikeda and Y. Murata", title = "Extension and Evaluation of Interface “2D-RIB“ for Impression-Based Retrieval", abstract = "Recently, lots of researchers are attracted to retrieving
multimedia database by using some impression words and their values.
Ikezoe-s research is one of the representatives and uses eight pairs of
opposite impression words. We had modified its retrieval interface and
proposed '2D-RIB'. In '2D-RIB', after a retrieval person selects a
single basic music, the system visually shows some other music
around the basic one along relative position. He/she can select one of
them fitting to his/her intention, as a retrieval result. The purpose of
this paper is to improve his/her satisfaction level to the retrieval result
in 2D-RIB. One of our extensions is to define and introduce the
following two measures: 'melody goodness' and 'general acceptance'.
We implement them in different five combinations. According to an
evaluation experiment, both of these two measures can contribute to
the improvement. Another extension is three types of customization.
We have implemented them and clarified which customization is
effective.", keywords = "Multimedia database, impression-based retrieval,
interface, satisfaction level.", volume = "2", number = "3", pages = "645-6", }