{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T14:43:50Z","timestamp":1764859430392,"version":"3.41.0"},"reference-count":59,"publisher":"Association for Computing Machinery (ACM)","issue":"4","license":[{"start":{"date-parts":[[2021,12,31]],"date-time":"2021-12-31T00:00:00Z","timestamp":1640908800000},"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":["Trans. Soc. Comput."],"published-print":{"date-parts":[[2021,12,31]]},"abstract":"<jats:p>The success of online creative communities depends on the will of participants to create and derive content in a collaborative environment. Despite their growing popularity, the factors that lead to remixing existing content in online creative communities are not entirely understood. In this article, we focus on<jats:italic>overdubbing<\/jats:italic>, a dyadic collaboration in which one author mixes one new track with an audio recording previously uploaded by another. We study musicians who collaborate regularly, frequently overdubbing each other's songs. Building on frequent pattern\u2013mining techniques, we develop an approach to seek instances of such recurring collaborations in the Songtree community. We identify 43 instances involving two or three members with a similar reputation in the community. Our findings highlight common and different remix factors in occasional and recurring collaborations. Specifically, fresh and less mature songs are generally overdubbed more. Exchanging messages and invitations to collaborate are significant factors only for songs generated through recurring collaborations, whereas author reputation (ranking) and applying metadata tags to songs have a positive effect only in occasional collaborations.<\/jats:p>","DOI":"10.1145\/3493800","type":"journal-article","created":{"date-parts":[[2022,1,29]],"date-time":"2022-01-29T10:14:10Z","timestamp":1643451250000},"page":"1-40","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["An In-Depth Analysis of Occasional and Recurring Collaborations in Online Music Co-creation"],"prefix":"10.1145","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2654-1588","authenticated-orcid":false,"given":"Fabio","family":"Calefato","sequence":"first","affiliation":[{"name":"University of Bari, Bari, BA, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giuseppe","family":"Iaffaldano","sequence":"additional","affiliation":[{"name":"University of Bari, Bari, BA, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leonardo","family":"Trisolini","sequence":"additional","affiliation":[{"name":"University of Bari, Bari, BA, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Filippo","family":"Lanubile","sequence":"additional","affiliation":[{"name":"University of Bari, Bari, BA, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,1,29]]},"reference":[{"key":"e_1_3_4_2_2","first-page":"277","volume-title":"Lecture Notes in Computer Science (including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)","author":"Thomas Adler B.","year":"2011","unstructured":"B. Thomas Adler, Luca de Alfaro, Santiago M. Mola-Velasco, Paolo Rosso, and Andrew G. West. 2011. Wikipedia vandalism detection: Combining natural language, metadata, and reputation features. In Lecture Notes in Computer Science (including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 6609. Springer, Berllin, 277\u2013288. DOI:https:\/\/doi.org\/10.1007\/978-3-642-19437-5_23"},{"key":"e_1_3_4_3_2","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-14142-8","volume-title":"Data Mining","author":"Aggarwal Charu C.","year":"2015","unstructured":"Charu C. Aggarwal. 2015. Data Mining. Springer International Publishing, Cham. DOI:https:\/\/doi.org\/10.1007\/978-3-319-14142-8"},{"key":"e_1_3_4_4_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-4348-9"},{"key":"e_1_3_4_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/1453101.1453107"},{"key":"e_1_3_4_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/253262.253327"},{"key":"e_1_3_4_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/2103354.2103356"},{"key":"e_1_3_4_8_2","doi-asserted-by":"publisher","DOI":"10.1145\/3148330.3148346"},{"key":"e_1_3_4_9_2","doi-asserted-by":"publisher","DOI":"10.1145\/3274296"},{"key":"e_1_3_4_10_2","doi-asserted-by":"publisher","DOI":"10.1145\/2961111.2962585"},{"key":"e_1_3_4_11_2","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511811241"},{"key":"e_1_3_4_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/2531602.2531730"},{"key":"e_1_3_4_13_2","doi-asserted-by":"publisher","DOI":"10.1177\/0149206310388419"},{"key":"e_1_3_4_14_2","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.soc.32.061604.123127"},{"key":"e_1_3_4_15_2","first-page":"37","volume-title":"Communities in Cyberspace","author":"Donath Judith S.","year":"1998","unstructured":"Judith S. Donath. 1998. Identity and deception in the virtual community. In Communities in Cyberspace (1st ed.). Routledge, 37\u201368. DOI:https:\/\/doi.org\/10.4324\/9780203194959-11","edition":"1"},{"key":"e_1_3_4_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/2460436.2460445"},{"key":"e_1_3_4_17_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10606-005-9000-1"},{"key":"e_1_3_4_18_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84800-044-5_11"},{"key":"e_1_3_4_19_2","doi-asserted-by":"publisher","DOI":"10.3390\/nu12041136"},{"key":"e_1_3_4_20_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11219-010-9096-5"},{"key":"e_1_3_4_21_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-016-9463-3"},{"key":"e_1_3_4_22_2","doi-asserted-by":"publisher","DOI":"10.1177\/0149206314559946"},{"key":"e_1_3_4_23_2","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568260"},{"key":"e_1_3_4_24_2","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884826"},{"key":"e_1_3_4_25_2","doi-asserted-by":"publisher","DOI":"10.5555\/2818754.2818800"},{"key":"e_1_3_4_26_2","volume-title":"Econometric Analysis","author":"Greene William H.","year":"2002","unstructured":"William H. Greene. 2002. Econometric Analysis (5th ed.). Prentice Hall. DOI:https:\/\/doi.org\/10.1007\/978-3-540-78389-3","edition":"5"},{"key":"e_1_3_4_27_2","doi-asserted-by":"publisher","DOI":"10.1145\/1641309.1641332"},{"key":"e_1_3_4_28_2","doi-asserted-by":"publisher","DOI":"10.1016\/0306-4573(89)90048-4"},{"key":"e_1_3_4_29_2","doi-asserted-by":"publisher","DOI":"10.1177\/0002764212469359"},{"key":"e_1_3_4_30_2","doi-asserted-by":"publisher","DOI":"10.3109\/00952990.2011.597280"},{"key":"e_1_3_4_31_2","doi-asserted-by":"publisher","DOI":"10.1145\/2038558.2038573"},{"key":"e_1_3_4_32_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-016-9436-6"},{"key":"e_1_3_4_33_2","volume-title":"Regression Models for Categorical Dependent Variables Using Stata","author":"Scott Long J.","year":"2014","unstructured":"J. Scott Long and Jeremy Freese. 2014. Regression Models for Categorical Dependent Variables Using Stata (3rd ed.). Stata Press, College Station, Texas. Retrieved June 19, 2021 from https:\/\/www.stata.com\/bookstore\/regression-models-categorical-dependent-variables\/.","edition":"3"},{"key":"e_1_3_4_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/1460563.1460619"},{"key":"e_1_3_4_35_2","first-page":"1","article-title":"Why it works (when it works): Success factors in online creative collaboration","volume":"10","author":"Luther Kurt","year":"2010","unstructured":"Kurt Luther, Kelly Caine, Kevin Ziegler, and Amy Bruckman. 2010. Why it works (when it works): Success factors in online creative collaboration. Assoc. Comput. Mach 10 (2010), 1\u201310. DOI:https:\/\/doi.org\/10.1145\/1880071.1880073","journal-title":"Assoc. Comput. Mach"},{"key":"e_1_3_4_36_2","doi-asserted-by":"publisher","DOI":"10.1145\/1640233.1640316"},{"key":"e_1_3_4_37_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2015.01.004"},{"key":"e_1_3_4_38_2","doi-asserted-by":"publisher","DOI":"10.1111\/1540-4560.00246"},{"key":"e_1_3_4_39_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2009.5070509"},{"key":"e_1_3_4_40_2","doi-asserted-by":"publisher","DOI":"10.1214\/12-STS410"},{"key":"e_1_3_4_41_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7091-1263-2"},{"key":"e_1_3_4_42_2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3449191","article-title":"Social music curation that works: Insights from successful collaborative playlists","volume":"5","author":"Park So Yeon","year":"2021","unstructured":"So Yeon Park and Blair Kaneshiro. 2021. Social music curation that works: Insights from successful collaborative playlists. Proc. ACM Human-Computer Interact 5, CSCW1, Article 117 (2021). 1\u201327. DOI:https:\/\/doi.org\/10.1145\/3449191","journal-title":"Proc. ACM Human-Computer Interact"},{"key":"e_1_3_4_43_2","doi-asserted-by":"publisher","DOI":"10.1037\/1089-2699.6.1.3"},{"key":"e_1_3_4_44_2","doi-asserted-by":"publisher","DOI":"10.5555\/517688"},{"key":"e_1_3_4_45_2","doi-asserted-by":"publisher","DOI":"10.1177\/0170840607076007"},{"key":"e_1_3_4_46_2","doi-asserted-by":"publisher","DOI":"10.1145\/2491055.2491066"},{"key":"e_1_3_4_47_2","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2466266"},{"key":"e_1_3_4_48_2","doi-asserted-by":"publisher","DOI":"10.1145\/3323503.3349549"},{"key":"e_1_3_4_49_2","doi-asserted-by":"publisher","DOI":"10.1145\/3297280.3297483"},{"key":"e_1_3_4_50_2","volume-title":"Mashed Up: Music, Technology, and the Rise of Configurable Culture","author":"Sinnreich Aram","year":"2010","unstructured":"Aram Sinnreich. 2010. Mashed Up: Music, Technology, and the Rise of Configurable Culture. University of Massachusetts Press. Retrieved November 19, 2021 from http:\/\/www.jstor.org\/stable\/j.ctt5vk8c2"},{"key":"e_1_3_4_51_2","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2016.0650"},{"key":"e_1_3_4_52_2","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568315"},{"key":"e_1_3_4_53_2","doi-asserted-by":"publisher","DOI":"10.2307\/1912557"},{"key":"e_1_3_4_54_2","doi-asserted-by":"publisher","DOI":"10.1145\/3134744"},{"key":"e_1_3_4_55_2","doi-asserted-by":"publisher","DOI":"10.1145\/1752046.1752050"},{"key":"e_1_3_4_56_2","doi-asserted-by":"publisher","DOI":"10.5555\/844380.844811"},{"key":"e_1_3_4_57_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0154324"},{"key":"e_1_3_4_58_2","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568238"},{"key":"e_1_3_4_59_2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1078"},{"key":"e_1_3_4_60_2","doi-asserted-by":"publisher","DOI":"10.5555\/1370968"}],"container-title":["ACM Transactions on Social Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3493800","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3493800","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:30:44Z","timestamp":1750188644000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3493800"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,31]]},"references-count":59,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2021,12,31]]}},"alternative-id":["10.1145\/3493800"],"URL":"https:\/\/doi.org\/10.1145\/3493800","relation":{},"ISSN":["2469-7818","2469-7826"],"issn-type":[{"type":"print","value":"2469-7818"},{"type":"electronic","value":"2469-7826"}],"subject":[],"published":{"date-parts":[[2021,12,31]]},"assertion":[{"value":"2021-01-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-08-01","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-01-29","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}