Список литературы

2518-1092

Research result. Information technologies

2518-1092

10.18413/2518-1092-2022-8-3-0-4

3222

ARTIFICIAL INTELLIGENCE AND DECISION MAKING

<strong>ESTIMATION OF PROBABILISTIC-TEMPORAL CHARACTERISTICS OF HUMAN-MACHINE DIALOGUE</strong>

Buzov

Pavel Andreevich

Buzov

Pavel Andreevich

info@softconnect.ru

Igityan

Elena Vladimirovna

Igityan

Elena Vladimirovna

medvedeva_e@bsu.edu.ru

Polschikov

Konstantin Alexandrovich

Polschikov

Konstantin Alexandrovich

polshchikov@bsu.edu.ru

Lebedeva

Anna Sergeevna

Lebedeva

Anna Sergeevna

2023

8300

The paper is devoted to the evaluation of the probabilistic-temporal characteristics of the human-machine dialogue. The authors conducted a number of experiments to study the characteristics of the Alice dialog system and evaluate the indicators characterizing the characteristics of its users. The result showed that the deviations of the characteristics of human-machine dialogues obtained as a result of experiments from the characteristics calculated as a result of modeling do not exceed ± 3.8% with a confidence probability of 0.95. In particular, the authors have developed a human-machine dialogue model that allows taking into account the characteristics of the dialog system.

dialog systemsefficiency of chatbot applicationshuman-machine dialogue

Список литературы

1. Igityan E.V., Polshchikov K.A., Nemtsev A.N. Estimation of probabilistic-temporal characteristics of human-machine dialogue in natural language. Economics. Information technologies. – 2023. – Vol. 50. – No. 1. – pp. 162-172.

2. Mahdi T.N., Igityan E.V., Polshchikov K.A., Korsunov N.I. Evaluation of the effectiveness of the functioning of a dialog system based on the use of fuzzy inference with neural network setup. Economics. Information technologies. – 2022. – Vol. 49. – No. 2. – pp. 356-374.

3. Polshchikov K.A., Polshchikova O.N., Igityan E.V., Balakshin M.S. Algorithm of decision support for the choice of means of processing large arrays of natural language data. Scientific Bulletin of Belgorod State University. Series: Economics. Computer science. – 2019. – Vol. 46. – No. 3. – pp. 553-562.

4. Polshchikov K.A., Lazarev S.A., Konstantinov I.S., Polshchikova O.N., Svoikina L.F., Igityan E.V., Balakshin M.S. A model for evaluating the effectiveness of performing communicative functions by a robotic system. STIN. – 2020. – No. 6. – pp. 4-7.

5. Aguzumtsyan R.V., Velikanova A.S., Polshchikov K.A., Igityan E.V., Likhosherstov R.V. On the application of intelligent natural language processing technologies and virtual reality tools to support decision-making in the selection of project performers / / Economics. Information technologies. – 2021. – № 48 (2). – Pp. 392-404.