{"doi":"10.1145/3747912.3747962","title":"AI Tools for Automating Systematic Literature Reviews","abstract":null,"journal":"Proceedings of the 2025 International Conference on Software Engineering and Computer Applications","year":2025,"id":612008,"datarank":0.19147242745358484,"base_score":1.0986122886681096,"endowment":1.0986122886681096,"self_citation_contribution":0.16479184330021646,"citation_network_contribution":0.026680584153368374,"self_endowment_contribution":0.16479184330021646,"citer_contribution":0.026680584153368374,"corpus_percentile":null,"corpus_rank":null,"citation_count":2,"citer_count":2,"citers_with_citation_signal":1,"citers_with_endowment":1,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1575551,"name":"Artsiom Senokosov","orcid":"0009-0008-9684-6006","position":1,"is_corresponding":false},{"id":1575552,"name":"Giancarlo Succi","orcid":"0000-0001-8847-0186","position":2,"is_corresponding":false},{"id":1575553,"name":"Alexander Tormasov","orcid":"0000-0001-6887-4327","position":3,"is_corresponding":false},{"id":1575554,"name":"Yaroslav Plaksin","orcid":"0009-0009-2237-7603","position":4,"is_corresponding":false},{"id":1575555,"name":"Ekaterina Trofimova","orcid":"0000-0001-5436-8511","position":5,"is_corresponding":false},{"id":1575556,"name":"Vladimir Sitnikov","orcid":"0009-0007-6247-6492","position":6,"is_corresponding":false},{"id":1575550,"name":"Andrei Mikriukov","orcid":"0009-0007-0930-3680","position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"resolved":true,"title":"AI Tools for Automating Systematic Literature Reviews","abstract":"Systematic literature reviews (SLRs) are becoming increasingly time-consuming due to the rapid growth of scientific publications.Modern artificial intelligence-based tools, especially large language models (LLM), make it possible to automate individual review stages, from screening to data synthesis.The article examines more than 20 sources and suggests a classification of such solutions according to four parameters.Comparative metrics (F1, recall) are given, and key limitations are discussed: hallucinations, reproducibility, and domain adaptation.The work is aimed at researchers who introduce AI into the practice of evidence-based analysis.","is_dataset_classified":null,"base_score":1.0986122886681096,"endowment":1.0986122886681096,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"23304386","pmcid":null,"openalex_id":"https://openalex.org/W4413739984","authors":[],"funders":[],"total_grants":0,"fwci":1.2,"citation_percentile":0.85903084,"influential_citations":0,"citation_trend":[{"year":2026,"count":2}],"oa_status":"gold","license":"cc-by","oa_locations":[{"url":"https://dl.acm.org/doi/pdf/10.1145/3747912.3747962","host_type":""},{"url":"https://dl.acm.org/doi/pdf/10.1145/3747912.3747962","host_type":""},{"url":"https://doi.org/10.1145/3747912.3747962","host_type":""}],"fields_of_study":["Meta-analysis and systematic reviews","Biomedical Text Mining and Ontologies"],"mesh_terms":[],"keywords":["Computer science","Systematic review","Software engineering","MEDLINE","Chemistry"],"sdg_mappings":[],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-08-02T00:50:19.639081Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}