{"id":"https://openalex.org/W2810508063","doi":"https://doi.org/10.1145/3230599.3230618","title":"Building Python-Based Topologies for Massive Processing of Social Media Data in Real Time","display_name":"Building Python-Based Topologies for Massive Processing of Social Media Data in Real Time","publication_year":2018,"publication_date":"2018-06-26","ids":{"openalex":"https://openalex.org/W2810508063","doi":"https://doi.org/10.1145/3230599.3230618","mag":"2810508063"},"language":"en","primary_location":{"id":"doi:10.1145/3230599.3230618","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230599.3230618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Spanish Conference on Information Retrieval","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/A5079504109","display_name":"Rodrigo Mart\u00ednez-Casta\u00f1o","orcid":"https://orcid.org/0000-0002-9444-8556"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Rodrigo Mart\u00ednez-Casta\u00f1o","raw_affiliation_strings":["Centro de Investigati\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain"],"affiliations":[{"raw_affiliation_string":"Centro de Investigati\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007913294","display_name":"Juan C. Pichel","orcid":"https://orcid.org/0000-0001-9505-6493"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan C. Pichel","raw_affiliation_strings":["Centro de Investigati\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain"],"affiliations":[{"raw_affiliation_string":"Centro de Investigati\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I200284239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020247368","display_name":"David E. Losada","orcid":"https://orcid.org/0000-0001-8823-7501"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David E. Losada","raw_affiliation_strings":["Centro de Investigati\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain"],"affiliations":[{"raw_affiliation_string":"Centro de Investigati\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I200284239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079504109"],"corresponding_institution_ids":["https://openalex.org/I200284239"],"apc_list":null,"apc_paid":null,"fwci":0.4976,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79567147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9939000010490417,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9911999702453613,"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/python","display_name":"Python (programming language)","score":0.9067885279655457},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.8427567481994629},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.772587776184082},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6107754707336426},{"id":"https://openalex.org/keywords/web-crawler","display_name":"Web crawler","score":0.6069487929344177},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.5387789607048035},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3842846751213074},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3009475767612457}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.9067885279655457},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.8427567481994629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.772587776184082},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6107754707336426},{"id":"https://openalex.org/C13743948","wikidata":"https://www.wikidata.org/wiki/Q45842","display_name":"Web crawler","level":2,"score":0.6069487929344177},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.5387789607048035},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3842846751213074},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3009475767612457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3230599.3230618","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230599.3230618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Spanish Conference on Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2105947650","https://openalex.org/W2122465391","https://openalex.org/W2163961697","https://openalex.org/W2189465200","https://openalex.org/W2511501696","https://openalex.org/W2748108713","https://openalex.org/W2782723672","https://openalex.org/W2790671033"],"related_works":["https://openalex.org/W3005260231","https://openalex.org/W2904469652","https://openalex.org/W4362647146","https://openalex.org/W2383572231","https://openalex.org/W2042034567","https://openalex.org/W3179424333","https://openalex.org/W2782340266","https://openalex.org/W4230722125","https://openalex.org/W2149158941","https://openalex.org/W1566984846"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"propose":[4],"a":[5,18,83,91],"streaming":[6],"approach":[7],"for":[8,20,35,93],"real-time":[9],"processing":[10],"of":[11,14,25,82,87,105],"huge":[12],"amounts":[13],"data.":[15],"CATENAE":[16,111],"is":[17],"library":[19],"easy":[21],"building":[22],"and":[23,48,99],"execution":[24],"Python":[26,63],"topologies":[27,112],"(e.g.,":[28],"web":[29],"crawler,":[30],"classifier).":[31],"Topologies":[32],"are":[33],"designed":[34],"their":[36],"deployment":[37],"inside":[38],"Docker":[39],"containers":[40],"and,":[41],"thus,":[42],"horizontal":[43],"scaling,":[44],"granular":[45],"resource":[46],"assignment":[47],"isolation":[49],"can":[50,56,113],"be":[51,114],"achieved":[52],"easily.":[53],"Furthermore,":[54],"micromodules":[55],"have":[57],"its":[58],"own":[59],"dependencies":[60],"(including":[61],"the":[62,66],"version),":[64],"allowing":[65],"user":[67],"to":[68,116],"limit":[69],"resources":[70],"such":[71],"as":[72],"CPU":[73],"or":[74],"memory":[75],"by":[76],"instance.":[77],"We":[78,107],"describe":[79],"an":[80,101],"implementation":[81],"use":[84],"case":[85],"composed":[86],"two":[88],"topologies:":[89],"(1)":[90],"crawler":[92],"tracking":[94],"users":[95],"in":[96],"social":[97],"media":[98],"(2)":[100],"early":[102],"risk":[103],"detector":[104],"depression.":[106],"also":[108],"explain":[109],"how":[110],"connected":[115],"non-Python":[117],"systems.":[118]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
