{"id":"https://openalex.org/W4403219992","doi":"https://doi.org/10.1145/3640457.3688049","title":"LyricLure: Mining Catchy Hooks in Song Lyrics to Enhance Music Discovery and Recommendation","display_name":"LyricLure: Mining Catchy Hooks in Song Lyrics to Enhance Music Discovery and Recommendation","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403219992","doi":"https://doi.org/10.1145/3640457.3688049"},"language":"en","primary_location":{"id":"doi:10.1145/3640457.3688049","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640457.3688049","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688049","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"18th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688049","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103326132","display_name":"Siddharth Sharma","orcid":"https://orcid.org/0009-0002-9224-7790"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Siddharth Sharma","raw_affiliation_strings":["Amazon Music, Amazon Inc., USA"],"raw_orcid":"https://orcid.org/0009-0002-9224-7790","affiliations":[{"raw_affiliation_string":"Amazon Music, Amazon Inc., USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082360361","display_name":"A Shukla","orcid":"https://orcid.org/0009-0009-4710-9437"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akshay Shukla","raw_affiliation_strings":["Amazon Inc., USA"],"raw_orcid":"https://orcid.org/0009-0009-4710-9437","affiliations":[{"raw_affiliation_string":"Amazon Inc., USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103309104","display_name":"Ajinkya Walimbe","orcid":"https://orcid.org/0009-0009-8030-4453"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajinkya Walimbe","raw_affiliation_strings":["Amazon Inc, USA"],"raw_orcid":"https://orcid.org/0009-0009-8030-4453","affiliations":[{"raw_affiliation_string":"Amazon Inc, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103326186","display_name":"Tarun Sharma","orcid":"https://orcid.org/0009-0006-3078-0281"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tarun Sharma","raw_affiliation_strings":["Amazon Inc, USA"],"raw_orcid":"https://orcid.org/0009-0006-3078-0281","affiliations":[{"raw_affiliation_string":"Amazon Inc, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014020503","display_name":"Joaquin Delgado","orcid":"https://orcid.org/0009-0005-8014-0883"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joaquin Delgado","raw_affiliation_strings":["Amazon, USA"],"raw_orcid":"https://orcid.org/0009-0005-8014-0883","affiliations":[{"raw_affiliation_string":"Amazon, USA","institution_ids":["https://openalex.org/I1311688040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103326132"],"corresponding_institution_ids":["https://openalex.org/I1311688040"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14953748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"800","last_page":"802"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.9638000130653381,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lyrics","display_name":"Lyrics","score":0.939484179019928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5732437968254089},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4048125743865967},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3842135965824127},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.13075736165046692},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.11691504716873169}],"concepts":[{"id":"https://openalex.org/C2776436406","wikidata":"https://www.wikidata.org/wiki/Q602446","display_name":"Lyrics","level":2,"score":0.939484179019928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5732437968254089},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4048125743865967},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3842135965824127},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.13075736165046692},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.11691504716873169}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640457.3688049","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640457.3688049","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688049","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"18th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3640457.3688049","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640457.3688049","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688049","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"18th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403219992.pdf"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1532325895","https://openalex.org/W2133286915","https://openalex.org/W2489487449","https://openalex.org/W2790634852","https://openalex.org/W3011411500","https://openalex.org/W3095037864","https://openalex.org/W3099700870","https://openalex.org/W4393255711"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2360952181","https://openalex.org/W4310670065","https://openalex.org/W634160686","https://openalex.org/W2597614303","https://openalex.org/W3214861561","https://openalex.org/W2389838651","https://openalex.org/W437317580","https://openalex.org/W2352995288"],"abstract_inverted_index":{"Music":[0],"Search":[1],"encounters":[2],"a":[3,81,121,160,176],"significant":[4],"challenge":[5],"as":[6,167],"users":[7],"increasingly":[8],"rely":[9],"on":[10],"catchy":[11,86,135],"lines":[12],"from":[13,88,115,137],"lyrics":[14,26,34,41,154,183],"to":[15,40,84,124],"search":[16,30,126],"for":[17,60,107,129,148,181],"both":[18],"new":[19],"releases":[20],"and":[21,52,57,99,144,153,159,165],"other":[22],"popular":[23],"songs.":[24],"Integrating":[25],"into":[27],"existing":[28],"lexical":[29,45,164],"index":[31,36,58,147],"or":[32,110],"using":[33],"vector":[35],"pose":[37],"difficulties":[38],"due":[39],"text":[42,63],"length.":[43],"While":[44],"scoring":[46],"mechanisms":[47],"like":[48],"BM25":[49],"are":[50,104],"inadequate":[51],"necessitates":[53],"complex":[54],"query":[55,127,152],"planning":[56],"schema":[59],"long":[61],"text,":[62],"embedding":[64],"similarity":[65],"based":[66],"techniques":[67],"often":[68],"retrieve":[69],"noisy":[70],"near-similar":[71],"meaning":[72],"lyrics,":[73,90],"resulting":[74],"in":[75],"low":[76],"precision.":[77],"This":[78,139],"paper":[79],"introduces":[80],"proactive":[82],"approach":[83],"extract":[85],"phrases":[87,136],"song":[89],"overcoming":[91],"the":[92],"limitations":[93],"of":[94,142],"conventional":[95],"graph-based":[96],"phrase":[97,113],"extractors":[98],"deep":[100],"learning":[101],"models,":[102],"which":[103],"primarily":[105],"designed":[106],"extractive":[108],"summarization":[109],"task-specific":[111],"key":[112],"extraction":[114],"domain-specific":[116],"corpora.":[117],"Additionally,":[118],"we":[119],"employ":[120],"multi-step":[122],"mechanism":[123],"mine":[125],"logs":[128],"potential":[130],"unresolved":[131],"user":[132],"queries":[133,185],"containing":[134],"lyrics.":[138],"involves":[140],"creation":[141],"word":[143],"character":[145],"k-gram":[146],"lyric":[149],"chunks,":[150],"careful":[151],"domain-centric":[155],"normalization":[156],"(and":[157],"expansion)":[158],"re-ranking":[161],"layer":[162],"incorporating":[163],"well":[166],"semantic":[168],"similarity.":[169],"Together":[170],"these":[171],"strategies":[172],"helped":[173],"us":[174],"create":[175],"high":[177,187],"retrieval":[178],"source":[179],"specifically":[180],"serving":[182],"intent":[184],"with":[186],"recall.":[188]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
