{"doi":"10.1142/s0217590805001949","title":"SUBJECT MATCHING: A CASE STUDY ON TWO-SIDED MATCHING","abstract":"<jats:p> This paper investigates subject matching in the National University of Singapore (NUS). The matching process is conducted in a primary market and a secondary market. In the primary market, students and departments are matched by a centralized matching procedure, based on their submitted preferences. Students who are not satisfied with their allocations in the primary market can choose to join the secondary market. By comparing matching results in these two markets, we show how a centralized matching procedure and a decentralized matching procedure can work together to produce a desirable outcome, especially in a many-to-many matching market. </jats:p>","journal":"The Singapore Economic Review","year":2005,"id":13900,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":0,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"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":112187,"name":"YUNHUA LIU","orcid":null,"position":1,"is_corresponding":false},{"id":112186,"name":"XIAOLIN XING","orcid":null,"position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"base_score":0.0,"endowment":0.0,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"18940862","pmcid":null,"openalex_id":"https://openalex.org/W1972035260","authors":[],"funders":[],"total_grants":0,"fwci":0.0,"citation_percentile":0.12577486,"influential_citations":0,"citation_trend":[],"oa_status":"closed","license":null,"oa_locations":[{"url":"https://www.worldscientific.com/doi/pdf/10.1142/S0217590805001949","host_type":"publisher"},{"url":"https://doi.org/10.1142/s0217590805001949","host_type":"journal"},{"url":"http://scholarbank.nus.edu.sg/handle/10635/22309","host_type":"repository"},{"url":"http://www.worldscientific.com/doi/abs/10.1142/S0217590805001949","host_type":"repository"},{"url":"http://www.worldscinet.com/cgi-bin/details.cgi?type=html&amp;id=pii:S0217590805001949","host_type":"repository"}],"fields_of_study":["Game Theory and Voting Systems","Auction Theory and Applications","Experimental Behavioral Economics Studies","Business","Economics"],"mesh_terms":[],"keywords":["Matching (statistics)","Subject (documents)","Optimal matching","Outcome (game theory)","Work (physics)","Process (computing)","Computer science","Economics","Microeconomics","Mathematics","Engineering","Statistics"],"sdg_mappings":[],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-05-31T20:16:05.250404Z","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":[]}