DocumentCode
2348725
Title
Planning of interactive information retrieval by means of reinforcement learning
Author
Vitsentiy, Vitaliy ; Spink, Amanda ; Sachenko, Anatoly
Author_Institution
Inst. of Comput. Inf. Technol., Ternopil Acad. of Nat. Economy
fYear
2003
fDate
8-10 Sept. 2003
Firstpage
396
Lastpage
399
Abstract
The theoretical base of a new approach to automation of interactive information retrieval on the basis of reinforcement learning methods is considered. Advantages and problem questions of the use of reinforcement learning for this task are analyzed and the peculiarities of the task are defined
Keywords
human computer interaction; information retrieval; learning (artificial intelligence); information retrieval system; interactive information retrieval; reinforcement learning; Automation; Delay; Feedback; Information analysis; Information retrieval; Information technology; Learning; Neural networks; Paper technology; Pattern recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2003. Proceedings of the Second IEEE International Workshop on
Conference_Location
Lviv
Print_ISBN
0-7803-8138-6
Type
conf
DOI
10.1109/IDAACS.2003.1249594
Filename
1249594
Link To Document