{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T11:38:30Z","timestamp":1775043510158,"version":"3.50.1"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031704208","type":"print"},{"value":"9783031704215","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,11,14]],"date-time":"2024-11-14T00:00:00Z","timestamp":1731542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,11,14]],"date-time":"2024-11-14T00:00:00Z","timestamp":1731542400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-70421-5_16","type":"book-chapter","created":{"date-parts":[[2024,11,16]],"date-time":"2024-11-16T02:53:07Z","timestamp":1731725587000},"page":"195-205","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Towards the Utilization of AI-Powered Assistance for Systematic Literature Review"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1136-4278","authenticated-orcid":false,"given":"Marija","family":"\u0110uki\u0107","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0649-3005","authenticated-orcid":false,"given":"Milica","family":"\u0160kembarevi\u0107","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6594-6388","authenticated-orcid":false,"given":"Olga","family":"Jeji\u0107","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1319-488X","authenticated-orcid":false,"given":"Ivan","family":"Lukovi\u0107","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,11,14]]},"reference":[{"key":"16_CR1","unstructured":"Agarwal, S., Laradji, I.H., Charlin, L., Pal, C.: LitLLM: A Toolkit for Scientific Literature Review. arXiv e-prints, arXiv-2402 (2024)"},{"key":"16_CR2","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.infsof.2017.06.007","volume":"91","author":"A Al-Zubidy","year":"2017","unstructured":"Al-Zubidy, A., Carver, J.C., Hale, D.P., Hassler, E.E.: Vision for SLR tooling infrastructure: prioritizing value-added requirements. Inf. Softw. Technol. 91, 72\u201381 (2017)","journal-title":"Inf. Softw. Technol."},{"issue":"7","key":"16_CR3","doi-asserted-by":"publisher","first-page":"351","DOI":"10.3390\/systems11070351","volume":"11","author":"A Alshami","year":"2023","unstructured":"Alshami, A., Elsayed, M., Ali, E., Eltoukhy, A.E., Zayed, T.: Harnessing the power of ChatGPT for automating systematic review process: methodology, case study, limitations, and future directions. Systems 11(7), 351 (2023)","journal-title":"Systems"},{"issue":"24","key":"16_CR4","doi-asserted-by":"publisher","first-page":"4124","DOI":"10.3390\/electronics11244124","volume":"11","author":"F Bacinger","year":"2022","unstructured":"Bacinger, F., Boticki, I., Mlinaric, D.: System for semi-automated literature review based on machine learning. Electronics 11(24), 4124 (2022)","journal-title":"Electronics"},{"key":"16_CR5","unstructured":"Barros Adamantino De Oliveira, B., Gerken Brasil, B.: Influence of the overweight and obesity on Systemic\u00a0lupus erythematosus: A review. In incbac.org. INCBAC Institute (2023). https:\/\/www.incbac.org\/wp-content\/uploads\/2024\/04\/UNIGOU-Training-Publication-2023-Bruno-Barros-Adamantino-de-Oliveira.pdf"},{"issue":"2","key":"16_CR6","doi-asserted-by":"publisher","DOI":"10.2196\/24418","volume":"7","author":"J Clark","year":"2021","unstructured":"Clark, J., McFarlane, C., Cleo, G., Ramos, C.I., Marshall, S.: The impact of systematic review automation tools on methodological quality and time taken to complete systematic review tasks: case study. JMIR Med. Educ. 7(2), e24418 (2021)","journal-title":"JMIR Med. Educ."},{"key":"16_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13643-019-1069-6","volume":"8","author":"G Cleo","year":"2019","unstructured":"Cleo, G., Scott, A.M., Islam, F., Julien, B., Beller, E.: Usability and acceptability of four systematic review automation software packages: a mixed method design. Syst. Rev. 8, 1\u20135 (2019)","journal-title":"Syst. Rev."},{"issue":"2","key":"16_CR8","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1002\/jrsm.1378","volume":"11","author":"M Gusenbauer","year":"2020","unstructured":"Gusenbauer, M., Haddaway, N.R.: Which academic search systems are suitable for systematic reviews or meta-analyses? Evaluating retrieval qualities of Google Scholar, PubMed, and 26 other resources. Res. Synth. Methods 11(2), 181\u2013217 (2020)","journal-title":"Res. Synth. Methods"},{"key":"16_CR9","doi-asserted-by":"publisher","unstructured":"Jain, S., Kumar, A., Roy, T., Shinde, K., Vignesh, G., Tondulkar, R.: SciSpace literature review: harnessing AI for effortless scientific discovery. In: Goharian, N., et al. Advances in Information Retrieval. ECIR 2024. LNCS, vol. 14612. Springer, Cham (2024). https:\/\/doi.org\/10.1007\/978-3-031-56069-9_28","DOI":"10.1007\/978-3-031-56069-9_28"},{"key":"16_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13643-015-0066-7","volume":"4","author":"SR Jonnalagadda","year":"2015","unstructured":"Jonnalagadda, S.R., Goyal, P., Huffman, M.D.: Automating data extraction in systematic reviews: a systematic review. Syst. Rev. 4, 1\u201316 (2015)","journal-title":"Syst. Rev."},{"key":"16_CR11","unstructured":"Kitchenham, B., Charters, S.: Guidelines For Performing Systematic Literature Reviews in Software Engineering. Keele University (2007)"},{"key":"16_CR12","doi-asserted-by":"publisher","unstructured":"Kung, J.Y.: Elicit. J. Can. Health Libr. Assoc. J. 44(1), 15\u201318 (2023). https:\/\/doi.org\/10.29173\/jchla29657","DOI":"10.29173\/jchla29657"},{"key":"16_CR13","doi-asserted-by":"crossref","unstructured":"Li, H., Scells, H., Zuccon, G.: Systematic review automation tools for end-to-end query formulation. In: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 2141\u20132144 (2020)","DOI":"10.1145\/3397271.3401402"},{"key":"16_CR14","doi-asserted-by":"crossref","unstructured":"Marshall, C., Brereton, P.: Tools to support systematic literature reviews in software engineering: a mapping study. In: 2013 ACM\/IEEE international symposium on empirical software engineering and measurement, pp. 296\u2013299. IEEE (2013)","DOI":"10.1109\/ESEM.2013.32"},{"key":"16_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13643-019-1074-9","volume":"8","author":"IJ Marshall","year":"2019","unstructured":"Marshall, I.J., Wallace, B.C.: Toward systematic review automation: a practical guide to using machine learning tools in research synthesis. Syst. Rev. 8, 1\u201310 (2019)","journal-title":"Syst. Rev."},{"key":"16_CR16","doi-asserted-by":"publisher","DOI":"10.1016\/j.conctc.2019.100443","volume":"16","author":"M Michelson","year":"2019","unstructured":"Michelson, M., Reuter, K.: The significant cost of systematic reviews and meta-analyses: a call for greater involvement of machine learning to assess the promise of clinical trials. Contemp. Clinical Trials Commun. 16, 100443 (2019)","journal-title":"Contemp. Clinical Trials Commun."},{"issue":"1","key":"16_CR17","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1186\/s13643-023-02243-z","volume":"12","author":"R Qureshi","year":"2023","unstructured":"Qureshi, R., Shaughnessy, D., Gill, K.A., Robinson, K.A., Li, T., Agai, E.: Are ChatGPT and large language models \u201cthe answer\u201d to bringing us closer to systematic review automation? Syst. Rev. 12(1), 72 (2023)","journal-title":"Syst. Rev."},{"key":"16_CR18","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/j.iotcps.2023.04.003","volume":"3","author":"PP Ray","year":"2023","unstructured":"Ray, P.P.: ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope. Int. Things Cyber-Phys. Syst. 3, 121\u2013154 (2023). https:\/\/doi.org\/10.1016\/j.iotcps.2023.04.003","journal-title":"Int. Things Cyber-Phys. Syst."},{"key":"16_CR19","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.jclinepi.2021.06.030","volume":"138","author":"AM Scott","year":"2021","unstructured":"Scott, A.M., Forbes, C., Clark, J., Carter, M., Glasziou, P., Munn, Z.: Systematic review automation tools improve efficiency but lack of knowledge impedes their adoption: a survey. J. Clin. Epidemiol. 138, 80\u201394 (2021)","journal-title":"J. Clin. Epidemiol."},{"issue":"1","key":"16_CR20","first-page":"1","volume":"12","author":"Y Shakeel","year":"2019","unstructured":"Shakeel, Y., Kr\u00fcger, J., Nostitz-Wallwitz, I.V., Saake, G., Leich, T.: Automated selection and quality assessment of primary studies: a systematic literature review. J. Data Inf. Q. (JDIQ) 12(1), 1\u201326 (2019)","journal-title":"J. Data Inf. Q. (JDIQ)"},{"key":"16_CR21","first-page":"595","volume":"2","author":"L Souifi","year":"2024","unstructured":"Souifi, L., Khabou, N., Rodriguez, I.B., Kacem, A.H.: Towards the use of AI-based tools for systematic literature review. ICAART 2, 595\u2013603 (2024)","journal-title":"ICAART"},{"key":"16_CR22","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/2046-4053-3-74","volume":"3","author":"G Tsafnat","year":"2014","unstructured":"Tsafnat, G., Glasziou, P., Choong, M.K., Dunn, A., Galgani, F., Coiera, E.: Systematic review automation technologies. Syst. Rev. 3, 1\u201315 (2014)","journal-title":"Syst. Rev."},{"key":"16_CR23","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2021.106589","volume":"136","author":"R Van Dinter","year":"2021","unstructured":"Van Dinter, R., Tekinerdogan, B., Catal, C.: Automation of systematic literature reviews: a systematic literature review. Inf. Softw. Technol. 136, 106589 (2021)","journal-title":"Inf. Softw. Technol."},{"issue":"2","key":"16_CR24","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1177\/02683962211048201","volume":"37","author":"G Wagner","year":"2022","unstructured":"Wagner, G., Lukyanenko, R., Par\u00e9, G.: Artificial intelligence and the conduct of literature reviews. J. Inf. Technol. 37(2), 209\u2013226 (2022)","journal-title":"J. Inf. Technol."}],"container-title":["Communications in Computer and Information Science","New Trends in Database and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-70421-5_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,16]],"date-time":"2024-11-16T03:05:12Z","timestamp":1731726312000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-70421-5_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,14]]},"ISBN":["9783031704208","9783031704215"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-70421-5_16","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11,14]]},"assertion":[{"value":"14 November 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"ADBIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Advances in Databases and Information Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bayonne","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 August 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"adbis2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/conferences.sigappfr.org\/adbis2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}