Informatics and Applications
2022, Volume 16, Issue 1, pp 46-53
PERSONAL COGNITIVE ASSISTANT: PLANNING ACTIVITY WITH SCRIPTS
- I. V Smimov
- A. I. Panov
- A. A. Chuganskaya
- M. I. Suvorova
- G. A. Kiselev
- I. A. Kuruzov
- O. G. Grigoriev
Abstract
The paper presents procedures for a cognitive assistant's behavior planning based on scripts - generalized schemes of tasks solving. A cognitive assistant is a virtual intelligent agent that has its own worldview and builds a worldview of the user, it helps to solve various common or specific problems. The key component of assistant's goal-based behavior is scenario - a reusable abstract sequence of actions and situations that are used for synthesis of a concrete plan of actions for a user. The concept of a scenario in psychological and linguistic interpretation as well as the procedure of scenarios extraction from texts are considered. The scenario and the plan of behavior are formalized using the sign-based approach. Methods for synthesizing a plan of behavior are proposed. A test case of a behavior plan synthesis for buying a car is considered.
[+] References (14)
- Smirnov, I. V., A. I. Panov, A. A. Skrynnik, and E. V. Chistova. 2019. Personal'nyy kognitivnyy assistent: kontseptsiya i printsipy raboty [Personal cognitive assistant: Concept and key principals]. Informatika i ee Primeneniya - Inform. Appl. 13(3):105-113.
- Osipov, G. S., and A. I. Panov. 2018. Relationships and operations in agent's sign-based model of the world. Scientific Technical Information Processing 45(5):1-14.
- Osipov, G. S., and A.I. Panov. 2021. Planning rational behavior of cognitive semiotic agents in a dynamic environment. Scientific Technical Information Processing 48(6):502-516.
- Berne, E. 1973. Games people play: The psychology of human relationships. New York, NY: Ballantine Books. 192 p.
- Ross, L., and R.Nisbett. 2011. The person and the situation: Perspectives of social psychology. London: McGraw-Hill. 288 p.
- Leont'ev, A. N. 1975. Deyatel'nost'. Soznanie. Lichnost' [Activity, consciousness, and personality]. Moscow: Po- litizdat. 304 p.
- Asmolov, A. G. 1974. Deyatel'nost' i ustanovka [Activity and attitude]. Moscow: Izd-vo Moskovskogo un-ta. 150 p.
- Uznadze, D. N. 1961. Eksperimental'nye osnovy psikhologii ustanovki [Experimental foundations of installation theory]. Tbilisi: AN GSSR. 210 p.
- Kuznetsova, Yu. M., and M.Yu. Penkina. 2020. Stsenariy otkaza ot resheniya problemy kak predmet setevykh obsuzhdeniy [Scenario of failure to solve a problem in network discussions]. Ekopsikhologicheskie issledovaniya [Ecopsychological Research] 6:218-222.
- Suvorova, M. I., M. V. Kobozeva, S. Yu. Toldova, and
E. G. Sokolova. 2021 (in press). Extraction of script information from texts. Part 1: Statement of the problem and review of methods]. Scientific Technical Information Processing 48.
- Mishlanov, V.A., A.A. Chuganskaya, I.V. Smirnov, M.I. Suvorova, and I. A. Kuruzov. 2020. Razrabotka metodov analiza stsenariev povedeniya (na materiale instruktivnykh internet-tekstov) [Developing methods for behavior scenario analysis (on the material of instructional texts)]. Medialingvistika [Media Linguistics] 7(1):16-28.
- Chambers, N., and D. Jurafsky. 2008. Unsupervised learning of narrative event chains. 46th Annual Meeting of the Association for Computational Linguistics Proceedings. Columbus, OH: Association for Computational Linguistics. 789-797.
1
- Panov, A. I. 2018. Formirovanie obraznoy komponenty znaniy kognitivnogo agenta so znakovoy kartinoy mira [Formation of an image component of knowledge of the cognitive agent with a sign-based model of worldview]. Informatsionnye tekhnologii i vychislitel'nye sistemy [J. In-formation Technologies Computing Systems] 4:84-96.
- Kiselev, G.A. 2020. Intellektual'naya sistema planirovaniya povedeniya koalitsii robototekhnicheskikh agentov
s STRL arkhitekturoy [Intelligent behavior planning system for a coalition of robotic agents with STRL architecture]. Informatsionnye tekhnologii i vychislitel'nye sistemy [J. Information Technologies Computing Systems] 2:2137.
[+] About this article
Title
PERSONAL COGNITIVE ASSISTANT: PLANNING ACTIVITY WITH SCRIPTS
Journal
Informatics and Applications
2022, Volume 16, Issue 1, pp 46-53
Cover Date
2022-03-30
DOI
10.14357/19922264220107
Print ISSN
1992-2264
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
cognitive assistant; activity script; behavior planning
Authors
I. V Smimov  ,  , A. I. Panov ,  , A. A. Chuganskaya , M. I. Suvorova , G. A. Kiselev , , I. A. Kuruzov , and O. G. Grigoriev
Author Affiliations
Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
Peoples' Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Str., Moscow 117198, Russian Federation
Moscow Institute of Physics and Technology (National Research University), 9 Institutskiy Per., Dolgoprudny, Moscow Region 141701, Russian Federation
|