{"id":"https://openalex.org/W2625214388","doi":"https://doi.org/10.1145/3055635.3056606","title":"Audience Activity Recommendation Using Stacked-LSTM Based Sequence Learning","display_name":"Audience Activity Recommendation Using Stacked-LSTM Based Sequence Learning","publication_year":2017,"publication_date":"2017-02-24","ids":{"openalex":"https://openalex.org/W2625214388","doi":"https://doi.org/10.1145/3055635.3056606","mag":"2625214388"},"language":"en","primary_location":{"id":"doi:10.1145/3055635.3056606","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3055635.3056606","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Machine Learning and Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046290937","display_name":"Syed Tanveer Jishan","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Syed Tanveer Jishan","raw_affiliation_strings":["Simon Fraser University, Burnaby, B.C., Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039029641","display_name":"Yiji Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yiji Wang","raw_affiliation_strings":["Simon Fraser University, Burnaby, B.C., Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, B.C., Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046290937"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":0.2051,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.55756632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9990000128746033,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8787673711776733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8323068618774414},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.7626003623008728},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7106431722640991},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6865863800048828},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6171005368232727},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.610933244228363},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5979440212249756},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5829293131828308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5662635564804077},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5001592636108398},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0672345757484436},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06511750817298889}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8787673711776733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8323068618774414},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.7626003623008728},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7106431722640991},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6865863800048828},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6171005368232727},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.610933244228363},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5979440212249756},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5829293131828308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5662635564804077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5001592636108398},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0672345757484436},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06511750817298889},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3055635.3056606","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3055635.3056606","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Machine Learning and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2054141820","https://openalex.org/W2099866409","https://openalex.org/W2110325612","https://openalex.org/W2132115288","https://openalex.org/W2137028279","https://openalex.org/W2157331557","https://openalex.org/W2157881433","https://openalex.org/W2262817822","https://openalex.org/W2469952266","https://openalex.org/W2604272474"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,20],"are":[2],"used":[3],"to":[4,7,37,60],"suggest":[5],"products":[6],"audiences":[8],"by":[9],"employing":[10],"a":[11,53,66,79],"similarity":[12],"metric.":[13],"One":[14],"of":[15,18,29,94,97],"the":[16,27,88,92,103],"problem":[17,63],"such":[19],"is":[21,34],"that":[22],"it":[23,33],"does":[24],"not":[25,35],"incorporate":[26],"context":[28],"time.":[30,45],"As":[31],"result,":[32],"possible":[36],"change":[38],"recommendation":[39,104],"as":[40],"audiences'":[41],"preferences":[42],"changes":[43],"over":[44],"In":[46],"this":[47,62],"paper,":[48],"we":[49],"will":[50,84],"be":[51],"presenting":[52],"solution":[54],"based":[55],"on":[56,69,91],"recurrent":[57,71,98],"neural":[58,72,99],"network":[59,73,100],"alleviate":[61],"and":[64],"highlight":[65],"use":[67],"case":[68],"how":[70],"model":[74],"can":[75],"help":[76],"us":[77],"build":[78],"real-time":[80],"recommender":[81],"system.":[82],"We":[83],"also":[85],"discuss":[86],"regarding":[87],"comparative":[89],"study":[90],"performance":[93],"different":[95],"types":[96],"models":[101],"for":[102],"task.":[105]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}