{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T00:15:49Z","timestamp":1777853749121,"version":"3.51.4"},"reference-count":46,"publisher":"SAGE Publications","issue":"3-4","license":[{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Integrated Design and Process Science: Transactions of the SDPS, Official Journal of the Society for Design and Process Science"],"published-print":{"date-parts":[[2023,11]]},"abstract":"<jats:p>Cyber-social systems include humans who need to be modeled to study the system's behavior. Modeling human activity requires complex models which can be used to make an objective assessment of the person's professional activity and monitor the dynamics of his\/her key performance indicators. The study proposes a methodology of complex formalization of data about a person in his\/her educational, work, competence and other aspects based on the Unified Graphic Visualization of Activity (UGVA) method of cognitive visualization. This approach can be used to visualize the activity of one person and of the entire teams. We describe the proposed approach and give examples of its usage in industry (monitoring and motivation of employees) and education (individualization of training based on the automated intelligent tutoring system in higher education institution). The results obtained during the experiments are summarized: from the applied point of view, the peculiarities of teamwork in the formation of anthropomorphic images are given; from the technological point of view, a unified form of data storage adapted for the UGVA method is applied; psychological features of image perception in the proposed notation are noted. Then recommendations on complex application of the proposed methodology and limitations of its application are made. The novelty of the presented results consists in summarizing the experience of a number of projects of cyber-social systems oriented on complex visualization of human activity results, based on the UGVA graphical notation.<\/jats:p>","DOI":"10.1177\/10920617241289768","type":"journal-article","created":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T22:19:32Z","timestamp":1743200372000},"page":"184-199","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":1,"title":["Methodology of complex visual representation of human activity using cognitive visualization"],"prefix":"10.1177","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1205-2652","authenticated-orcid":false,"given":"Viktor","family":"Uglev","sequence":"first","affiliation":[{"name":"Siberian Federal University, Zheleznogorsk, Russia Federation"}]},{"given":"Sergey","family":"Meshkov","sequence":"additional","affiliation":[{"name":"Mining and Chemical Combine, Rosatom, Zheleznogorsk, Russia Federation"}]},{"given":"Michail","family":"Kuznetsov","sequence":"additional","affiliation":[{"name":"Siberian Federal University, Zheleznogorsk, Russia Federation"},{"name":"JSC Information Satellite Systems, Roscosmos, Zheleznogorsk, Russia Federation"}]}],"member":"179","published-online":{"date-parts":[[2024,10,21]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.21686\/2413-2829-2022-5-190-205"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11858-020-01128-y"},{"issue":"1","key":"e_1_3_3_4_1","first-page":"21","article-title":"Comparing the performance of basketball players with decision trees and TOPSIS","volume":"2018","author":"Cene E.","year":"2018","unstructured":"Cene E., Parim C., \u00d6zkan B. (2018). Comparing the performance of basketball players with decision trees and TOPSIS. Data Science Applications, 2018(1), 21\u201328.","journal-title":"Data Science Applications"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1973.10482434"},{"key":"e_1_3_3_6_1","volume-title":"Information dashboard design: The effective visual communication of data","author":"Few S.","year":"2006","unstructured":"Few S. (2006). Information dashboard design: The effective visual communication of data. O\u2019Reilly Media, Inc."},{"key":"e_1_3_3_7_1","first-page":"109","volume-title":"Proc. XIII conf. Robotics and AI","author":"Filimonov V.","year":"2021","unstructured":"Filimonov V. (2021). Method for cognitive visualization multi-parameter system components. In Proc. XIII conf. Robotics and AI, Krasnoyarsk, 2021 (pp. 109\u2013113). https:\/\/aesfu.ru\/local\/conference\/_docs\/2021\/RAI-21_print.pdf (in Russian)"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1981.10477718"},{"key":"e_1_3_3_9_1","volume-title":"Knowledge bases of intellectual systems","author":"Gavrilova T.","year":"2000","unstructured":"Gavrilova T., Khoroshevsky V. (2000). Knowledge bases of intellectual systems. Piter. (in Russian)."},{"issue":"1","key":"e_1_3_3_10_1","first-page":"60","article-title":"On the issue of the development of ontologies of scientific and academic work","volume":"2023","author":"Gavrilova T.","year":"2023","unstructured":"Gavrilova T., Kuznetsova A., Lesheva I. (2023). On the issue of the development of ontologies of scientific and academic work. XXI national Conference of Artitificial Intelligence, 2023(1), 60\u201367. (in Russian).","journal-title":"XXI national Conference of Artitificial Intelligence"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2015.7344818"},{"issue":"5","key":"e_1_3_3_12_1","first-page":"83","article-title":"Data mining concepts and techniques third edition","volume":"2011","author":"Han J.","year":"2011","unstructured":"Han J., Kamber M., Pei J. (2011). Data mining concepts and techniques third edition. Morgan Kaufmann Ser. Data Manag. Syst., 2011(5), 83\u2013124.","journal-title":"Morgan Kaufmann Ser. Data Manag. Syst."},{"issue":"26","key":"e_1_3_3_13_1","first-page":"317","article-title":"Designing next-generation cyber-physical systems: Why is it an issue?","volume":"2022","author":"Horv\u00e1th I.","year":"2022","unstructured":"Horv\u00e1th I. (2022). Designing next-generation cyber-physical systems: Why is it an issue? Journal of Integrated Design and Process Science, 2022(26), 317\u2013349. https:\/\/doi.org\/10.3233\/JID-220008","journal-title":"Journal of Integrated Design and Process Science"},{"key":"e_1_3_3_14_1","volume-title":"Introduction to expert systems","author":"Jackson P.","year":"1986","unstructured":"Jackson P. (1986). Introduction to expert systems. Addison-Wesley Pub. Co."},{"key":"e_1_3_3_15_1","volume-title":"The inventions of Daedalus: A compendium of plausible schemes","author":"Jones D.","year":"1982","unstructured":"Jones D. (1982). The inventions of Daedalus: A compendium of plausible schemes. WH Freeman."},{"key":"e_1_3_3_16_1","volume-title":"An introduction to knowledge engineering","author":"Kendal S.","year":"2007","unstructured":"Kendal S., Creen M. (2007). An introduction to knowledge engineering. Springer."},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.1134\/S1054661820030141"},{"key":"e_1_3_3_18_1","unstructured":"Le Corbusier (1948). Le Modulor. Boulogne-sur-Seine: Editions de l\u2019Architecture d\u2019Aujoud\u2019hui: Paris France. (in France)."},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.1037\/h0043158"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00004-015-0247-7"},{"issue":"1","key":"e_1_3_3_21_1","first-page":"5","article-title":"Ideas para el uso de las caras de Chernoff en la cartografia escolar","volume":"28","author":"Nu\u00f1es J.","year":"2010","unstructured":"Nu\u00f1es J. (2010). Ideas para el uso de las caras de Chernoff en la cartografia escolar. Boletim de Geografia, 28(1), 5\u201315.","journal-title":"Boletim de Geografia"},{"issue":"6","key":"e_1_3_3_22_1","first-page":"3","article-title":"From situational control to applied semiotics","volume":"2002","author":"Osipov G.","year":"2002","unstructured":"Osipov G. (2002). From situational control to applied semiotics. News of Artificial Intelligence, 2002(6), 3\u20137. (in Russian).","journal-title":"News of Artificial Intelligence"},{"issue":"7","key":"e_1_3_3_23_1","first-page":"440","article-title":"An interactive visualization model for competence management: An integrative approach","volume":"2007","author":"Pareto L.","year":"2007","unstructured":"Pareto L., Snis U. L. (2007). An interactive visualization model for competence management: An integrative approach. Proc. I-KNOW, 2007(7), 440\u2013447.","journal-title":"Proc. I-KNOW"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2020.10.004"},{"issue":"1","key":"e_1_3_3_25_1","first-page":"9","article-title":"Applied semiotics","volume":"1999","author":"Pospelov D.","year":"1999","unstructured":"Pospelov D., Osipov G. (1999). Applied semiotics. News of Artificial Intelligence, 1999(1), 9\u201335. (in Russian).","journal-title":"News of Artificial Intelligence"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-019-00588-3"},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/8857572"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781119183563"},{"issue":"12","key":"e_1_3_3_29_1","article-title":"Chernoff zombies","volume":"2017","author":"Rosenfeld H.","year":"2017","unstructured":"Rosenfeld H., Moore S., Nost E., Roth R., Vincent K. (2017). Chernoff zombies. North America Cartographic Information Society, 2017(12).","journal-title":"North America Cartographic Information Society"},{"key":"e_1_3_3_30_1","volume-title":"The white book of the digital economy 2023","author":"Sirtseva V.","year":"2023","unstructured":"Sirtseva V., Zabavina A., Zalybovin V., Kazaryan K., Saykina M., Telenkov R., Chernov A., Bayramkulova L. (2023). The white book of the digital economy 2023. ANO Digital Economy. (in Russian)."},{"key":"e_1_3_3_31_1","unstructured":"Soboleva A. (2016). Cognitive visualization of knowledge using Chernoff faces. Computer Monitoring and Information Technologies Donetsk: 2006 135\u2013136. http:\/\/masters.donntu.org\/2006\/fvti\/soboleva\/li-brary\/text7.htm (in Russian)"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.3233\/jid-2016-0016"},{"issue":"556","key":"e_1_3_3_33_1","first-page":"255","article-title":"Unified graphic visualization of activity (UGVA) method","volume":"2022","author":"Uglev V.","year":"2022","unstructured":"Uglev V. (2022). Unified graphic visualization of activity (UGVA) method. Novel and Intelligent Digital Systems. LNNS, 2022(556), 255\u2013265. https:\/\/doi.org\/10.1007\/978-3-031-17601-2_25","journal-title":"Novel and Intelligent Digital Systems. LNNS"},{"issue":"144","key":"e_1_3_3_34_1","first-page":"125","article-title":"Support of the decision-making process using the unified graphic visualization of activity (UGVA) notation","volume":"2023","author":"Uglev V.","unstructured":"Uglev V. (2023a). Support of the decision-making process using the unified graphic visualization of activity (UGVA) notation. Herald of the Bauman Moscow State Technical University, Series Instrument Engineering, 2023(144), 125\u2013140 (in Russian). https:\/\/doi.org\/10.18698\/0236-3933-2023-3-125-140","journal-title":"Herald of the Bauman Moscow State Technical University, Series Instrument Engineering"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.3103\/S0147688223060163"},{"issue":"34","key":"e_1_3_3_36_1","first-page":"746","article-title":"Implementation of decision-making mechanism in the Intelligent Tutoring System based on the Expert Systems module","volume":"2024","author":"Uglev V.","year":"2024","unstructured":"Uglev V. (2024). Implementation of decision-making mechanism in the Intelligent Tutoring System based on the Expert Systems module. Pattern Recognit. Image Anal., 2024(34), 746\u2013752. https:\/\/doi.org\/10.1134\/S1054661824700615","journal-title":"Pattern Recognit. Image Anal."},{"issue":"556","key":"e_1_3_3_37_1","first-page":"3","article-title":"Cross-cutting visual support of decision making for forming personalized learning spaces","volume":"2022","author":"Uglev V.","year":"2022","unstructured":"Uglev V., Gavrilova T. (2022). Cross-cutting visual support of decision making for forming personalized learning spaces. Novel and Intelligent Digital Systems. LNNS, 2022(556), 3\u201312. https:\/\/doi.org\/978-3-031-17601-2_1","journal-title":"Novel and Intelligent Digital Systems. LNNS"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-64608-9_11"},{"issue":"14104","key":"e_1_3_3_39_1","first-page":"478","article-title":"Assessment and visualization of course-level and curriculum-level competency profiles","volume":"2023","author":"Uglev V.","year":"2023","unstructured":"Uglev V., Shangina E. (2023). Assessment and visualization of course-level and curriculum-level competency profiles. Computational Science and Its Applications(ICCSA 2023). LNCS, 2023(14104), 478\u2013493. https:\/\/doi.org\/10.1007\/978-3-031-37105-9_32","journal-title":"Computational Science and Its Applications(ICCSA 2023). LNCS"},{"issue":"14798","key":"e_1_3_3_40_1","first-page":"27","article-title":"Combined maps as a tool of concentration and visualization of knowledge in the logic of operation of the intelligent tutoring systems","volume":"2024","author":"Uglev V.","year":"2024","unstructured":"Uglev V., Smirnov G. (2024). Combined maps as a tool of concentration and visualization of knowledge in the logic of operation of the intelligent tutoring systems. Intelligent Tutoring Systems. LNCS, 2024(14798), 27\u201339. https:\/\/doi.org\/10.1007\/978-3-031-63028-6_3","journal-title":"Intelligent Tutoring Systems. LNCS"},{"key":"e_1_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.3390\/a15120468"},{"issue":"25","key":"e_1_3_3_42_1","first-page":"148","article-title":"An integrated social and behavioral system approach to evaluation of healthcare information technology for polychronic conditions","volume":"2021","author":"Wan T.","year":"2021","unstructured":"Wan T., Wang B. (2021). An integrated social and behavioral system approach to evaluation of healthcare information technology for polychronic conditions. Journal of Integrated Design and Process Science, 2021(25), 148\u2013160. https:\/\/doi.org\/10.3233\/JID-200011","journal-title":"Journal of Integrated Design and Process Science"},{"issue":"21","key":"e_1_3_3_43_1","first-page":"25","article-title":"Knowledge management through ontology-driven integration of disparate knowledge sources","volume":"2017","author":"Werrmann J.","year":"2017","unstructured":"Werrmann J., Kr\u00e4mer B. (2017). Knowledge management through ontology-driven integration of disparate knowledge sources. Journal of Integrated Design and Process Science, 2017(21), 25\u201339. https:\/\/doi.org\/10.3233\/jid-2017-0017","journal-title":"Journal of Integrated Design and Process Science"},{"key":"e_1_3_3_44_1","volume-title":"Symmetry","author":"Weyl H.","year":"2015","unstructured":"Weyl H. (2015). Symmetry. Princeton University Press. 2015(47)."},{"issue":"25","key":"e_1_3_3_45_1","first-page":"27","article-title":"A research agenda for smarter cyber-physical systems","volume":"2021","author":"Weyns D.","year":"2021","unstructured":"Weyns D., Andersson J., Caporuscio M., Flammini F., Kerren A., L\u00f6we W. (2021). A research agenda for smarter cyber-physical systems. Journal of Integrated Design and Process Science, 2021(25), 27\u201347. https:\/\/doi.org\/10.3233\/JID210010","journal-title":"Journal of Integrated Design and Process Science"},{"key":"e_1_3_3_46_1","doi-asserted-by":"publisher","DOI":"10.1142\/10936"},{"key":"e_1_3_3_47_1","unstructured":"Zenkin A. (1991). Cognitive computer graphic. Nauka (in Russian)."}],"container-title":["Journal of Integrated Design and Process Science: Transactions of the SDPS, Official Journal of the Society for Design and Process Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/10920617241289768","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/10920617241289768","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/10920617241289768","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T22:56:35Z","timestamp":1777503395000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/10920617241289768"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11]]},"references-count":46,"journal-issue":{"issue":"3-4","published-print":{"date-parts":[[2023,11]]}},"alternative-id":["10.1177\/10920617241289768"],"URL":"https:\/\/doi.org\/10.1177\/10920617241289768","relation":{},"ISSN":["1092-0617","1875-8959"],"issn-type":[{"value":"1092-0617","type":"print"},{"value":"1875-8959","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11]]}}}