Interaction reproducing model: A model for giving supports appropriate to user state

Hideki Aoyama; Motoyuki Ozeki; Yuichi Nakamura

doi:10.1007/978-3-540-89796-5_44

Interaction reproducing model: A model for giving supports appropriate to user state

Hideki Aoyama, Motoyuki Ozeki, Yuichi Nakamura

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

This paper presents a novel Interaction Reproducing Model (IRM) for the purpose of adjusting computer user support to match the state of the user, and it consists of a set of Interaction Finite State Machines (I-FSMs). Each I-FSM is trained using actual interaction records, and it represents an ideal interaction pattern for a user state. It can choose an appropriate system action by reproducing the interaction pattern of the I-FSM most similar to the current interaction. We developed a prototype teaching system, and conducted preliminary experiments. The results show that user impressions using our approach were better than when using the system without our approach.

Original language	English
Title of host publication	Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings
Pages	426-435
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-540-89796-5_44
Publication status	Published - 2008 Dec 1
Externally published	Yes
Event	9th Pacific Rim Conference on Multimedia, PCM 2008 - Tainan, Taiwan, Province of China Duration: 2008 Dec 9 → 2008 Dec 13

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	5353 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	9th Pacific Rim Conference on Multimedia, PCM 2008
Country	Taiwan, Province of China
City	Tainan
Period	08/12/9 → 08/12/13

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-540-89796-5_44

Fingerprint Dive into the research topics of 'Interaction reproducing model: A model for giving supports appropriate to user state'. Together they form a unique fingerprint.

Cite this

Aoyama, H., Ozeki, M., & Nakamura, Y. (2008). Interaction reproducing model: A model for giving supports appropriate to user state. In Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings (pp. 426-435). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5353 LNCS). https://doi.org/10.1007/978-3-540-89796-5_44

Interaction reproducing model : A model for giving supports appropriate to user state. / Aoyama, Hideki; Ozeki, Motoyuki; Nakamura, Yuichi.

Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings. 2008. p. 426-435 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5353 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Aoyama, H, Ozeki, M & Nakamura, Y 2008, Interaction reproducing model: A model for giving supports appropriate to user state. in Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5353 LNCS, pp. 426-435, 9th Pacific Rim Conference on Multimedia, PCM 2008, Tainan, Taiwan, Province of China, 08/12/9. https://doi.org/10.1007/978-3-540-89796-5_44

Aoyama H, Ozeki M, Nakamura Y. Interaction reproducing model: A model for giving supports appropriate to user state. In Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings. 2008. p. 426-435. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-540-89796-5_44

Aoyama, Hideki ; Ozeki, Motoyuki ; Nakamura, Yuichi. / Interaction reproducing model : A model for giving supports appropriate to user state. Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings. 2008. pp. 426-435 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{ce3b6cef642c4e15b023759f1cec3c7c,

title = "Interaction reproducing model: A model for giving supports appropriate to user state",

abstract = "This paper presents a novel Interaction Reproducing Model (IRM) for the purpose of adjusting computer user support to match the state of the user, and it consists of a set of Interaction Finite State Machines (I-FSMs). Each I-FSM is trained using actual interaction records, and it represents an ideal interaction pattern for a user state. It can choose an appropriate system action by reproducing the interaction pattern of the I-FSM most similar to the current interaction. We developed a prototype teaching system, and conducted preliminary experiments. The results show that user impressions using our approach were better than when using the system without our approach.",

author = "Hideki Aoyama and Motoyuki Ozeki and Yuichi Nakamura",

year = "2008",

month = dec,

day = "1",

doi = "10.1007/978-3-540-89796-5_44",

language = "English",

isbn = "354089795X",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

pages = "426--435",

booktitle = "Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings",

note = "9th Pacific Rim Conference on Multimedia, PCM 2008 ; Conference date: 09-12-2008 Through 13-12-2008",

}

TY - GEN

T1 - Interaction reproducing model

T2 - 9th Pacific Rim Conference on Multimedia, PCM 2008

AU - Aoyama, Hideki

AU - Ozeki, Motoyuki

AU - Nakamura, Yuichi

PY - 2008/12/1

Y1 - 2008/12/1

N2 - This paper presents a novel Interaction Reproducing Model (IRM) for the purpose of adjusting computer user support to match the state of the user, and it consists of a set of Interaction Finite State Machines (I-FSMs). Each I-FSM is trained using actual interaction records, and it represents an ideal interaction pattern for a user state. It can choose an appropriate system action by reproducing the interaction pattern of the I-FSM most similar to the current interaction. We developed a prototype teaching system, and conducted preliminary experiments. The results show that user impressions using our approach were better than when using the system without our approach.

AB - This paper presents a novel Interaction Reproducing Model (IRM) for the purpose of adjusting computer user support to match the state of the user, and it consists of a set of Interaction Finite State Machines (I-FSMs). Each I-FSM is trained using actual interaction records, and it represents an ideal interaction pattern for a user state. It can choose an appropriate system action by reproducing the interaction pattern of the I-FSM most similar to the current interaction. We developed a prototype teaching system, and conducted preliminary experiments. The results show that user impressions using our approach were better than when using the system without our approach.

UR - http://www.scopus.com/inward/record.url?scp=70350650566&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=70350650566&partnerID=8YFLogxK

U2 - 10.1007/978-3-540-89796-5_44

DO - 10.1007/978-3-540-89796-5_44

M3 - Conference contribution

AN - SCOPUS:70350650566

SN - 354089795X

SN - 9783540897958

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 426

EP - 435

BT - Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings

Y2 - 9 December 2008 through 13 December 2008

ER -