{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,30]],"date-time":"2026-05-30T04:11:08Z","timestamp":1780114268682,"version":"3.54.0"},"publisher-location":"New York, NY, USA","reference-count":53,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,12,21]],"date-time":"2023-12-21T00:00:00Z","timestamp":1703116800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,12,21]]},"DOI":"10.1145\/3644713.3644785","type":"proceedings-article","created":{"date-parts":[[2024,5,13]],"date-time":"2024-05-13T15:53:06Z","timestamp":1715615586000},"page":"491-496","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Intelligent Systems Applications in Inclusive Education Management: A Systematic Mapping Study"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1242-2580","authenticated-orcid":false,"given":"Sayyora","family":"Akbarova","sequence":"first","affiliation":[{"name":"Department of Innovative Education, Tashkent State University of Economics, Uzbekistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1966-9287","authenticated-orcid":false,"given":"Mekhribonu","family":"Kayumova","sequence":"additional","affiliation":[{"name":"Department of Innovative Education, Tashkent State University of Economics, Uzbekistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8354-9220","authenticated-orcid":false,"given":"Makhbuba","family":"Azizova","sequence":"additional","affiliation":[{"name":"Department of Innovative Education, Tashkent State University of Economics, Uzbekistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-7630-6713","authenticated-orcid":false,"given":"Feruza","family":"Karimova","sequence":"additional","affiliation":[{"name":"Department of Innovative Education, Tashkent State University of Economics, Uzbekistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4798-8645","authenticated-orcid":false,"given":"Iroda","family":"Hojiyeva","sequence":"additional","affiliation":[{"name":"Department of Innovative Education, Tashkent State University of Economics, Uzbekistan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,5,13]]},"reference":[{"issue":"1","key":"e_1_3_2_1_1_1","first-page":"313","article-title":"Intelligent systems for inclusive education: A review","volume":"53","author":"Krishnan S.","year":"2020","unstructured":"Krishnan, S., Raja, K., Singh, A., & Roy, R. (2020). Intelligent systems for inclusive education: A review. Artificial Intelligence Review, 53(1), 313-337.","journal-title":"Artificial Intelligence Review"},{"issue":"2","key":"e_1_3_2_1_2_1","first-page":"1","article-title":"Artificial intelligence in education: A review","volume":"22","author":"Lee J. Y.","year":"2019","unstructured":"Lee, J. Y., & Lim, H. (2019). Artificial intelligence in education: A review. Journal of Educational Technology & Society, 22(2), 1-13.","journal-title":"Journal of Educational Technology & Society"},{"key":"e_1_3_2_1_3_1","first-page":"104172","article-title":"Personalized learning in inclusive education: A systematic review","volume":"166","author":"Heidari M.","year":"2021","unstructured":"Heidari, M., Phan, H., & Asadi, S. (2021). Personalized learning in inclusive education: A systematic review. Computers & Education, 166, 104172.","journal-title":"Computers & Education"},{"issue":"2","key":"e_1_3_2_1_4_1","first-page":"299","article-title":"Machine learning-based student support system for inclusive education","volume":"31","author":"Kumar N.","year":"2019","unstructured":"Kumar, N., & Choudhary, R. (2019). Machine learning-based student support system for inclusive education. Journal of Computing in Higher Education, 31(2), 299-318.","journal-title":"Journal of Computing in Higher Education"},{"issue":"1","key":"e_1_3_2_1_5_1","first-page":"136","article-title":"Intelligent system for teacher training: A review","volume":"13","author":"Rajput S.","year":"2018","unstructured":"Rajput, S., & Garg, M. (2018). Intelligent system for teacher training: A review. International Journal of Emerging Technologies in Learning, 13(1), 136-151.","journal-title":"International Journal of Emerging Technologies in Learning"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1111\/ssqu.13261"},{"key":"e_1_3_2_1_7_1","first-page":"85391","article-title":"A clustering-based personalized learning approach for inclusive education management","volume":"7","author":"Li X.","year":"2019","unstructured":"Li, X., & Ma, S. (2019). A clustering-based personalized learning approach for inclusive education management. IEEE Access, 7, 85391-85402.","journal-title":"IEEE Access"},{"key":"e_1_3_2_1_8_1","first-page":"143","article-title":"A deep learning framework for predicting student performance in inclusive education management","volume":"518","author":"Huang Y.","year":"2020","unstructured":"Huang, Y., Zhang, L., & Liu, H. (2020). A deep learning framework for predicting student performance in inclusive education management. Information Sciences, 518, 143-157.","journal-title":"Information Sciences"},{"key":"e_1_3_2_1_9_1","first-page":"764","article-title":"A reinforcement learning approach to personalized education recommendation in inclusive education management","volume":"12","author":"Zhang Y.","year":"2021","unstructured":"Zhang, Y., Wang, H., & Yang, J. (2021). A reinforcement learning approach to personalized education recommendation in inclusive education management. Frontiers in Psychology, 12, 764.","journal-title":"Frontiers in Psychology"},{"issue":"6","key":"e_1_3_2_1_10_1","first-page":"853","article-title":"Text mining-based analysis of student feedback for inclusive education management","volume":"56","author":"Karakaya E.","year":"2018","unstructured":"Karakaya, E., & Uysal, A. K. (2018). Text mining-based analysis of student feedback for inclusive education management. Journal of Educational Computing Research, 56(6), 853-871.","journal-title":"Journal of Educational Computing Research"},{"key":"e_1_3_2_1_11_1","first-page":"103699","article-title":"A sentiment analysis-based approach to understanding student satisfaction in inclusive education management","volume":"144","author":"Wang Y.","year":"2020","unstructured":"Wang, Y., Lin, C. Y., & Zhou, Q. (2020). A sentiment analysis-based approach to understanding student satisfaction in inclusive education management. Computers & Education, 144, 103699.","journal-title":"Computers & Education"},{"issue":"2","key":"e_1_3_2_1_12_1","first-page":"223","article-title":"A question-answering system for students with learning disabilities in inclusive education management","volume":"33","author":"Vignesh S.","year":"2021","unstructured":"Vignesh, S., & Siva Sathya, T. (2021). A question-answering system for students with learning disabilities in inclusive education management. Journal of King Saud University-Computer and Information Sciences, 33(2), 223-232.","journal-title":"Journal of King Saud University-Computer and Information Sciences"},{"key":"e_1_3_2_1_13_1","first-page":"97317","article-title":"An emotion recognition system for students with autism in inclusive education management","volume":"7","author":"Kaur R.","year":"2019","unstructured":"Kaur, R., Singh, J., & Goyal, P. (2019). An emotion recognition system for students with autism in inclusive education management. IEEE Access, 7, 97317-97328.","journal-title":"IEEE Access"},{"key":"e_1_3_2_1_14_1","first-page":"102402","article-title":"An object recognition-based system for accessibility enhancement in inclusive education management","volume":"136","author":"Lin Y. L.","year":"2020","unstructured":"Lin, Y. L., Chen, C. H., & Lin, S. C. (2020). An object recognition-based system for accessibility enhancement in inclusive education management. International Journal of Human-Computer Studies, 136, 102402.","journal-title":"International Journal of Human-Computer Studies"},{"issue":"6","key":"e_1_3_2_1_15_1","first-page":"507","article-title":"A visual question answering system for students with visual impairments in inclusive education management","volume":"37","author":"He H.","year":"2021","unstructured":"He, H., & Zhai, Y. (2021). A visual question answering system for students with visual impairments in inclusive education management. International Journal of Human-Computer Interaction, 37(6), 507-518.","journal-title":"International Journal of Human-Computer Interaction"},{"key":"e_1_3_2_1_16_1","first-page":"44364","article-title":"A rule-based expert system for inclusive education management","volume":"6","author":"Guo W.","year":"2018","unstructured":"Guo, W., Hu, L., & Li, Z. (2018). A rule-based expert system for inclusive education management. IEEE Access, 6, 44364-44374.","journal-title":"IEEE Access"},{"issue":"9","key":"e_1_3_2_1_17_1","first-page":"99","article-title":"A case-based reasoning system for personalized learning in inclusive education management","volume":"15","author":"Li X.","year":"2020","unstructured":"Li, X., Li, Q., & Zhang, H. (2020). A case-based reasoning system for personalized learning in inclusive education management. International Journal of Emerging Technologies in Learning, 15(9), 99-112.","journal-title":"International Journal of Emerging Technologies in Learning"},{"issue":"1","key":"e_1_3_2_1_18_1","first-page":"238","article-title":"A knowledge-based system for teacher training in inclusive education management","volume":"24","author":"Zhang J.","year":"2021","unstructured":"Zhang, J., Zhang, Y., & Wang, J. (2021). A knowledge-based system for teacher training in inclusive education management. Journal of Educational Technology & Society, 24(1), 238-251.","journal-title":"Journal of Educational Technology & Society"},{"issue":"4","key":"e_1_3_2_1_19_1","first-page":"542","article-title":"An adaptive feedback system for inclusive education management","volume":"26","author":"Fidalgo-Blanco","year":"2018","unstructured":"Fidalgo-Blanco, \u00c1., Sein-Echaluce, M. L., & Garc\u00eda-Pe\u00f1alvo, F. J. (2018). An adaptive feedback system for inclusive education management. Interactive Learning Environments, 26(4), 542-556.","journal-title":"Interactive Learning Environments"},{"key":"e_1_3_2_1_20_1","first-page":"56","article-title":"A domain knowledge-based intelligent tutoring system for students with learning difficulties in inclusive education management","volume":"99","author":"Liu Q.","year":"2019","unstructured":"Liu, Q., Sun, L., & Zhang, Y. (2019). A domain knowledge-based intelligent tutoring system for students with learning difficulties in inclusive education management. Computers in Human Behavior, 99, 56-65.","journal-title":"Computers in Human Behavior"},{"issue":"2","key":"e_1_3_2_1_21_1","first-page":"276","article-title":"A student modeling-based approach to personalized learning in inclusive education management","volume":"24","author":"Chen J.","year":"2021","unstructured":"Chen, J., Huang, H., & Wu, C. H. (2021). A student modeling-based approach to personalized learning in inclusive education management. Journal of Educational Technology & Society, 24(2), 276-290.","journal-title":"Journal of Educational Technology & Society"},{"key":"e_1_3_2_1_22_1","first-page":"13225","article-title":"Personalized English learning system based on adaptive learning theory","volume":"8","author":"Huang R.","year":"2020","unstructured":"Huang, R., Yang, H., Zhang, Z., & Huang, W. (2020). Personalized English learning system based on adaptive learning theory. IEEE Access, 8, 13225-13236.","journal-title":"IEEE Access"},{"issue":"8","key":"e_1_3_2_1_23_1","first-page":"3143","article-title":"An intelligent English teaching system based on personalized adaptive learning","volume":"11","author":"Wang C.","year":"2020","unstructured":"Wang, C., Li, X., Li, C., & Feng, Y. (2020). An intelligent English teaching system based on personalized adaptive learning. Journal of Ambient Intelligence and Humanized Computing, 11(8), 3143-3155.","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.18785\/jetde.1401.01"},{"issue":"4","key":"e_1_3_2_1_25_1","first-page":"1663","article-title":"A collaborative filtering-based intelligent recommendation system for E-learning","volume":"11","author":"Tang Z.","year":"2020","unstructured":"Tang, Z., Wang, Y., Zhang, L., Li, Y., & Li, R. (2020). A collaborative filtering-based intelligent recommendation system for E-learning. Journal of Ambient Intelligence and Humanized Computing, 11(4), 1663-1674.","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"issue":"8","key":"e_1_3_2_1_26_1","first-page":"3205","article-title":"A hybrid filtering algorithm for personalized recommendation in E-learning environments","volume":"11","author":"Pan X.","year":"2020","unstructured":"Pan, X., Gao, J., & Fang, W. (2020). A hybrid filtering algorithm for personalized recommendation in E-learning environments. Journal of Ambient Intelligence and Humanized Computing, 11(8), 3205-3217.","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"issue":"3","key":"e_1_3_2_1_27_1","first-page":"1593","article-title":"A hybrid recommendation system for personalized E-learning content","volume":"25","author":"Ghazal A. M.","year":"2020","unstructured":"Ghazal, A. M., Albalawi, L. A., & Alzahrani, B. A. (2020). A hybrid recommendation system for personalized E-learning content. Education and Information Technologies, 25(3), 1593-1617.","journal-title":"Education and Information Technologies"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1162\/pres.1997.6.4.355"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.20870\/IJVR.2010.9.2.2767"},{"issue":"1","key":"e_1_3_2_1_30_1","first-page":"1","article-title":"Augmented reality experiences for K-12 and higher education: A review of research in the field","volume":"11","author":"Kamarainen A. M.","year":"2018","unstructured":"Kamarainen, A. M., Metcalf, S., Grotzer, T., Browne, A., Mazzuca, D., Tutkimus, R., ... & Dede, C. (2018). Augmented reality experiences for K-12 and higher education: A review of research in the field. Journal of Educational Technology Development and Exchange, 11(1), 1-20.","journal-title":"Journal of Educational Technology Development and Exchange"},{"key":"e_1_3_2_1_31_1","volume-title":"A literature review on immersive virtual reality in education: State of the art and perspectives. eLearning & Software for Education, 2(1), 1-16","author":"Freina L.","year":"2015","unstructured":"Freina, L., & Ott, M. (2015). A literature review on immersive virtual reality in education: State of the art and perspectives. eLearning & Software for Education, 2(1), 1-16."},{"issue":"1","key":"e_1_3_2_1_32_1","first-page":"1","article-title":"Virtual reality for education and training","volume":"8","author":"Krokos E.","year":"2018","unstructured":"Krokos, E., Plaisant, C., & Varshney, A. (2018). Virtual reality for education and training. Synthesis Lectures on Computer Graphics and Animation, 8(1), 1-119.","journal-title":"Synthesis Lectures on Computer Graphics and Animation"},{"key":"e_1_3_2_1_33_1","first-page":"1","article-title":"Exploring the use of virtual reality in higher education: A systematic literature review","author":"Santos M.","year":"2021","unstructured":"Santos, M., Ferreira, D., & Correia, N. (2021). Exploring the use of virtual reality in higher education: A systematic literature review. Interactive Learning Environments, 1-22.","journal-title":"Interactive Learning Environments"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3584202.3584294"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/3584202.3584205"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"crossref","unstructured":"Eshbayev O. Mirzaliev S. Sultonov M. Igamberdiev A. Kholikova N. Razikov N. ... & Aziz A. (2023). A digital sustainability approach for effective knowledge and information management in education specific non-profit organizations: Culture Intelligent IS Solutions. In\u00a0E3S Web of Conferences\u00a0(Vol. 452 p. 07023). EDP Sciences.","DOI":"10.1051\/e3sconf\/202345207023"},{"key":"e_1_3_2_1_37_1","unstructured":"Oybek Eshbayev Abdulxalim Maxmudov Khilolakhon Tojiboeva\u00a0 (in press). Assessment of innovative projects in business innovation by using Analytical Hierarchy Process (AHP). International Journal of Business Innovation and Research. DOI:\u00a010.1504\/IJBIR.2023.10059937"},{"key":"e_1_3_2_1_38_1","volume-title":"Merits and Demerits of E-Commerce in Republic of Uzbekistan During Pandemic Period. In\u00a0The 5th International Conference on Future Networks & Distributed Systems\u00a0(pp. 790-794)","author":"Gulamuddinovna Zufarova N.","year":"2021","unstructured":"Gulamuddinovna Zufarova, N., Tulkunovna Shakirova, D., & Zafarbek qizi Shakirova, D. (2021, December). Merits and Demerits of E-Commerce in Republic of Uzbekistan During Pandemic Period. In\u00a0The 5th International Conference on Future Networks & Distributed Systems\u00a0(pp. 790-794)."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3584202.3584271"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3584202.3584248"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3584202.3584293"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3584202.3584220"},{"key":"e_1_3_2_1_43_1","volume-title":"Organizational and economic aspects of the development of the international tourism and hospitality industry.\u00a0Journal of Environmental Management and Tourism,\u00a011(4), 913-919","author":"Safaeva S. R.","year":"2020","unstructured":"Safaeva, S. R., Alieva, M. T., Abdukhalilova, L. T., Alimkhodjaeva, N. E., & Konovalova, E. E. (2020). Organizational and economic aspects of the development of the international tourism and hospitality industry.\u00a0Journal of Environmental Management and Tourism,\u00a011(4), 913-919."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3584202.3584226"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3584202.3584241"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1088\/1755-1315\/822\/1\/012008"},{"key":"e_1_3_2_1_47_1","volume-title":"International Journal of Early Childhood Special Education, 14(4).","author":"Ergashkhodjaeva S.","year":"2022","unstructured":"Ergashkhodjaeva, S., & Tursunkhodjaev, S. (2022). Marketing approach to ensure the economic security of the enterprise. International Journal of Early Childhood Special Education, 14(4)."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"crossref","unstructured":"Sharapat Y. Yulduz M. Dilafruz M. Hilola B. & Dilorom S. (2022 December). Innovating Primary Education of Promoting Students\u2019 Language Competencies Through Mobile Assisted Language Learning Approach: Selection Framework of Innovative Digital Technologies. In\u00a0International Conference on Next Generation Wired\/Wireless Networking\u00a0(pp. 432-439). Cham: Springer Nature Switzerland.","DOI":"10.1007\/978-3-031-30258-9_38"},{"key":"e_1_3_2_1_49_1","volume-title":"In\u00a0International Conference on Next Generation Wired\/Wireless Networking\u00a0(pp. 423-431)","author":"Odilovna O. G.","year":"2022","unstructured":"Odilovna, O. G., Mavlyanovna, M. G., Toxirovna, M. D., Shuxratovna, A. S., & Xamidullayevna, K. F. (2022, December). What is the State-Of-The-Art Contribution of the Higher Education System to the Digital Economy: A Systematic Mapping Study on Changes and Challenges. In\u00a0International Conference on Next Generation Wired\/Wireless Networking\u00a0(pp. 423-431). Cham: Springer Nature Switzerland."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3584202.3584255"},{"key":"e_1_3_2_1_51_1","volume-title":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems (pp. 376-380).","author":"Sharopova N.","unstructured":"Sharopova, N. (2022, December). Linking the potentials of customer behavior focused digital marketing technologies and entrepreneurship growth: Developing an analytical hierarchy process framework of business growth supported by digital marketing technologies. In Proceedings of the 6th International Conference on Future Networks & Distributed Systems (pp. 376-380)."},{"issue":"2","key":"e_1_3_2_1_52_1","first-page":"2020","article-title":"The role of marketing research in determining the effectiveness of preschool education in child development","volume":"7","author":"Sharopova N.","year":"2019","unstructured":"Sharopova, N. (2019). The role of marketing research in determining the effectiveness of preschool education in child development. Journal of Critical Reviews, 7(2), 2020.","journal-title":"Journal of Critical Reviews"},{"key":"e_1_3_2_1_53_1","volume-title":"In\u00a0International Conference on Next Generation Wired\/Wireless Networking\u00a0(pp. 381-389)","author":"Sharipov K.","year":"2022","unstructured":"Sharipov, K., Abdurashidova, N., Valiyeva, A., Tuychieva, V., Kholmatova, M., & Minarova, M. (2022, December). A Systematic Mapping Study of Using the Cutting-Edge Technologies in Marketing: The State of the Art of Four Key New-Age Technologies. In\u00a0International Conference on Next Generation Wired\/Wireless Networking\u00a0(pp. 381-389). Cham: Springer Nature Switzerland."}],"event":{"name":"ICFNDS '23: The International Conference on Future Networks and Distributed Systems","location":"Dubai United Arab Emirates","acronym":"ICFNDS '23"},"container-title":["Proceedings of the 7th International Conference on Future Networks and Distributed Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3644713.3644785","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3644713.3644785","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T10:50:35Z","timestamp":1755859835000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3644713.3644785"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,21]]},"references-count":53,"alternative-id":["10.1145\/3644713.3644785","10.1145\/3644713"],"URL":"https:\/\/doi.org\/10.1145\/3644713.3644785","relation":{},"subject":[],"published":{"date-parts":[[2023,12,21]]},"assertion":[{"value":"2024-05-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}