Extended “2D-RIB“ for Impression-Based Satisfactory Retrieval and its Evaluation
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 the previous work. The aim of the present paper
is to improve his/her satisfaction level to the retrieval result in the
2D-RIB. Our method is to extend the 2D-RIB. One of our extensions is
to define and introduce the following two measures: 'melody
goodness' and 'general acceptance'. Another extension is three types
of customization menus. The result of evaluation using a pilot system
is as follows. Both of these two measures 'melody goodness'
and -general acceptance- can contribute to the improvement.
Moreover, it is effective if we introduce the customization menu
which enables a retrieval person to reduce the strictness level of
retrieval condition in an impression pair based on his/her need.
[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] A. Sato, J. Ogawa, and H. Kitakami: "An Impression-based Retrieval
System of Music Collection," Proceeding of the 4th International
Conference on KES2000, Vol.2, pp.856-859, 2000.
[3] 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.
[4] 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.
[5] G. Salton, M. J. McGill, Introduction to Modern Information Retrieval,
McGraw-Hill, 1983.
[6] J. O. Kim, and C. W. Muller, Fator Analysis: statistical Methods and
Practical Lssaes, Sage Pubns, 1979.
[7] J. G. Snider, and C. E .Osgood,, "Semantic Differential Technique - A
Sourcebook", Aldine Pub. Company, 1969.
[8] 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.
[9] 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 Processing,
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] A. Sato, J. Ogawa, and H. Kitakami: "An Impression-based Retrieval
System of Music Collection," Proceeding of the 4th International
Conference on KES2000, Vol.2, pp.856-859, 2000.
[3] 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.
[4] 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.
[5] G. Salton, M. J. McGill, Introduction to Modern Information Retrieval,
McGraw-Hill, 1983.
[6] J. O. Kim, and C. W. Muller, Fator Analysis: statistical Methods and
Practical Lssaes, Sage Pubns, 1979.
[7] J. G. Snider, and C. E .Osgood,, "Semantic Differential Technique - A
Sourcebook", Aldine Pub. Company, 1969.
[8] 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.
[9] 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 Processing,
PP.609-612, 2003.
@article{"International Journal of Information, Control and Computer Sciences:64053", author = "T. Takayama and S. Kikuchi and Y. Hashimoto and T. Ikeda and Y. Murata", title = "Extended “2D-RIB“ for Impression-Based Satisfactory Retrieval and its Evaluation ", 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 the previous work. The aim of the present paper
is to improve his/her satisfaction level to the retrieval result in the
2D-RIB. Our method is to extend the 2D-RIB. One of our extensions is
to define and introduce the following two measures: 'melody
goodness' and 'general acceptance'. Another extension is three types
of customization menus. The result of evaluation using a pilot system
is as follows. Both of these two measures 'melody goodness'
and -general acceptance- can contribute to the improvement.
Moreover, it is effective if we introduce the customization menu
which enables a retrieval person to reduce the strictness level of
retrieval condition in an impression pair based on his/her need.", keywords = "Multimedia database, impression-based retrieval,interface, satisfaction level.", volume = "1", number = "3", pages = "772-7", }