{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T17:03:43Z","timestamp":1781802223084,"version":"3.54.5"},"reference-count":45,"publisher":"Informa UK Limited","issue":"8","funder":[{"DOI":"10.13039\/501100006366","name":"Brazilian Ministry of Education","doi-asserted-by":"crossref","award":["TED"],"award-info":[{"award-number":["TED"]}],"id":[{"id":"10.13039\/501100006366","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100006366","name":"Brazilian Ministry of Education","doi-asserted-by":"crossref","award":["6"],"award-info":[{"award-number":["6"]}],"id":[{"id":"10.13039\/501100006366","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Human\u2013Computer Interaction"],"published-print":{"date-parts":[[2026,4,18]]},"DOI":"10.1080\/10447318.2025.2553778","type":"journal-article","created":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T09:44:28Z","timestamp":1757411068000},"page":"6558-6580","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":2,"title":["A Mixed User-Centered Approach to Enable Augmented Intelligence in Intelligent Tutoring Systems: The Case of MathAIde App"],"prefix":"10.1080","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4979-5831","authenticated-orcid":false,"given":"Guilherme","family":"Guerino","sequence":"first","affiliation":[{"name":"Center of Excellence in Social Technologies, Federal University of Alagoas","place":["Macei\u00f3, Brazil"]},{"name":"State University of Paran\u00e1","place":["Apucarana, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0343-3701","authenticated-orcid":false,"given":"Luiz","family":"Rodrigues","sequence":"additional","affiliation":[{"name":"Center of Excellence in Social Technologies, Federal University of Alagoas","place":["Macei\u00f3, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-2185-2905","authenticated-orcid":false,"given":"Luana","family":"Bianchini","sequence":"additional","affiliation":[{"name":"Center of Excellence in Social Technologies, Federal University of Alagoas","place":["Macei\u00f3, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-3493-5664","authenticated-orcid":false,"given":"Mariana","family":"Alves","sequence":"additional","affiliation":[{"name":"Center of Excellence in Social Technologies, Federal University of Alagoas","place":["Macei\u00f3, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9575-8161","authenticated-orcid":false,"given":"Marcelo","family":"Marinho","sequence":"additional","affiliation":[{"name":"Federal Rural University of Pernambuco","place":["Recife, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0889-7564","authenticated-orcid":false,"given":"Thomaz","family":"Veloso","sequence":"additional","affiliation":[{"name":"Center of Excellence in Social Technologies, Federal University of Alagoas","place":["Macei\u00f3, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7816-5759","authenticated-orcid":false,"given":"Valmir","family":"Macario","sequence":"additional","affiliation":[{"name":"Federal Rural University of Pernambuco","place":["Recife, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8415-6955","authenticated-orcid":false,"given":"Diego","family":"Dermeval","sequence":"additional","affiliation":[{"name":"Center of Excellence in Social Technologies, Federal University of Alagoas","place":["Macei\u00f3, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7775-5258","authenticated-orcid":false,"given":"Thales","family":"Vieira","sequence":"additional","affiliation":[{"name":"Center of Excellence in Social Technologies, Federal University of Alagoas","place":["Macei\u00f3, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5676-2280","authenticated-orcid":false,"given":"Ig","family":"Bittencourt","sequence":"additional","affiliation":[{"name":"Center of Excellence in Social Technologies, Federal University of Alagoas","place":["Macei\u00f3, Brazil"]},{"name":"Harvard Graduate School of Education","place":["Cambridge, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1574-0784","authenticated-orcid":false,"given":"Seiji","family":"Isotani","sequence":"additional","affiliation":[{"name":"Center of Excellence in Social Technologies, Federal University of Alagoas","place":["Macei\u00f3, Brazil"]},{"name":"Graduate School of Education, University of Pennsylvania","place":["USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2025,9,9]]},"reference":[{"key":"e_1_3_4_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3569576"},{"key":"e_1_3_4_3_1","doi-asserted-by":"publisher","DOI":"10.1080\/02564602.2023.2265864"},{"key":"e_1_3_4_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.caeai.2024.100215"},{"key":"e_1_3_4_5_1","doi-asserted-by":"publisher","DOI":"10.3389\/feduc.2024.1337932"},{"key":"e_1_3_4_6_1","first-page":"33","volume-title":"Proceedings of the Companion Proceedings of the 10th Brazilian Symposium on Human Factors in Computing Systems and the 5th Latin American Conference on Human-Computer Interaction, IHC+CLIHC \u201811","author":"Barros T.","year":"2011","unstructured":"Barros, T., & Melo, P. (2011). Prototyping as a powerful tool in a user centered innovation process. In Proceedings of the Companion Proceedings of the 10th Brazilian Symposium on Human Factors in Computing Systems and the 5th Latin American Conference on Human-Computer Interaction, IHC+CLIHC \u201811 (pp. 33\u201335). Brazilian Computer Society."},{"key":"e_1_3_4_7_1","unstructured":"Broschert S. Coughlin T. Ferraris M. Flammini F. Florido J. G. Gonzalez A. C. Henz P. de Kerckhove D. Rosen R. & Saracco R. (2019). Symbiotic autonomous systems: White paper iii."},{"issue":"1","key":"e_1_3_4_8_1","first-page":"28","article-title":"Two decades of artificial intelligence in education","volume":"25","author":"Chen X.","year":"2022","unstructured":"Chen, X., Zou, D., Xie, H., Cheng, G., & Liu, C. (2022). Two decades of artificial intelligence in education. Educational Technology & Society, 25(1), 28\u201347. https:\/\/www.jstor.org\/stable\/48647028","journal-title":"Educational Technology & Society,"},{"key":"e_1_3_4_9_1","doi-asserted-by":"publisher","DOI":"10.5753\/sbie.2023.235237"},{"key":"e_1_3_4_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-64312-5_28"},{"key":"e_1_3_4_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.caeai.2022.100118"},{"key":"e_1_3_4_12_1","doi-asserted-by":"publisher","DOI":"10.1080\/15391523.2022.2121344"},{"key":"e_1_3_4_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-64559-5_42"},{"key":"e_1_3_4_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93846-2_13"},{"key":"e_1_3_4_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40593-017-0157-9"},{"key":"e_1_3_4_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40593-021-00281-z"},{"key":"e_1_3_4_17_1","volume-title":"Learning Analytics for the Global South","author":"Gasevic D.","year":"2018","unstructured":"Gasevic, D., Paul, P., Chen, B., Fan, Y., Rodrigo, M. M., Cobo, C., & Cecilia, A. (2018). Learning Analytics for the Global South. Foundation for Information Technology Education and Development. published edition."},{"key":"e_1_3_4_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3160504.3160585"},{"key":"e_1_3_4_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2020.103897"},{"key":"e_1_3_4_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-36336-8_118"},{"key":"e_1_3_4_21_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-emnlp.123"},{"key":"e_1_3_4_22_1","doi-asserted-by":"publisher","DOI":"10.1111\/bjet.13372"},{"key":"e_1_3_4_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11423-020-09791-4"},{"key":"e_1_3_4_24_1","doi-asserted-by":"publisher","DOI":"10.1037\/a0037123"},{"key":"e_1_3_4_25_1","doi-asserted-by":"publisher","DOI":"10.1111\/bjet.13116"},{"key":"e_1_3_4_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.caeai.2023.100152"},{"key":"e_1_3_4_27_1","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2021.186"},{"key":"e_1_3_4_28_1","doi-asserted-by":"publisher","DOI":"10.1080\/10494820.2018.1558257"},{"key":"e_1_3_4_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-09680-8_24"},{"key":"e_1_3_4_30_1","unstructured":"Pedro F. Subosa M. Rivas A. & Valverde P. (2019). Artificial intelligence in education: Challenges and opportunities for sustainable development."},{"key":"e_1_3_4_31_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10639-022-11460-3"},{"key":"e_1_3_4_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-81500-4"},{"key":"e_1_3_4_33_1","doi-asserted-by":"publisher","DOI":"10.5753\/sbie.2023.235159"},{"key":"e_1_3_4_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40593-024-00397-y"},{"key":"e_1_3_4_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10639-023-12245-y"},{"key":"e_1_3_4_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/SIBGRAPI59091.2023.10347150"},{"key":"e_1_3_4_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-77584-1_15"},{"key":"e_1_3_4_38_1","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780192845290.001.0001"},{"key":"e_1_3_4_39_1","doi-asserted-by":"publisher","DOI":"10.1111\/bjet.13255"},{"key":"e_1_3_4_40_1","volume-title":"Proceedings of the Workshop \u201cTowards the Future of AI-Augmented Human Tutoring in Math Learning\u201d at AIED-2023","author":"Silva T. E. V. D.","year":"2023","unstructured":"Silva, T. E. V. D., Challco, G. C., Rodrigues, L. A. L., Versuti, F. M., Penha, R. S. D., Oliveira, L. S., Guerino, G., Amorin, L. F. C. D., Marinho, M. L. M., & Macario, V. (2023). Its unplugged: Leapfrogging the digital divide for teaching numeracy skills in underserved populations. Proceedings of the Workshop \u201cTowards the Future of AI-Augmented Human Tutoring in Math Learning\u201d at AIED-2023."},{"key":"e_1_3_4_41_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40561-019-0086-1"},{"key":"e_1_3_4_42_1","doi-asserted-by":"publisher","DOI":"10.1080\/0144929X.2024.2345295"},{"key":"e_1_3_4_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-84453-9_2"},{"key":"e_1_3_4_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2024.110531"},{"key":"e_1_3_4_45_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-019-14108-y"},{"key":"e_1_3_4_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3115494"}],"container-title":["International Journal of Human\u2013Computer Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/10447318.2025.2553778","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T23:03:00Z","timestamp":1776207780000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/10447318.2025.2553778"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,9]]},"references-count":45,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2026,4,18]]}},"alternative-id":["10.1080\/10447318.2025.2553778"],"URL":"https:\/\/doi.org\/10.1080\/10447318.2025.2553778","relation":{},"ISSN":["1044-7318","1532-7590"],"issn-type":[{"value":"1044-7318","type":"print"},{"value":"1532-7590","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9,9]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=hihc20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=hihc20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2024-10-28","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-07-31","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-08-04","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-09-09","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}