{"id":"https://openalex.org/W4400958005","doi":"https://doi.org/10.1007/s00607-024-01321-x","title":"$$\\mu $$XL: explainable lead generation with microservices and hypothetical answers","display_name":"$$\\mu $$XL: explainable lead generation with microservices and hypothetical answers","publication_year":2024,"publication_date":"2024-07-24","ids":{"openalex":"https://openalex.org/W4400958005","doi":"https://doi.org/10.1007/s00607-024-01321-x"},"language":"en","primary_location":{"id":"doi:10.1007/s00607-024-01321-x","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s00607-024-01321-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00607-024-01321-x.pdf","source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00607-024-01321-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082561369","display_name":"Lu\u0131\u0301s Cruz-Filipe","orcid":"https://orcid.org/0000-0002-7866-7484"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Lu\u00eds Cruz-Filipe","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, Odense, 5230, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, Odense, 5230, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102805323","display_name":"Sofia Kostopoulou","orcid":"https://orcid.org/0000-0002-5557-1295"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Sofia Kostopoulou","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, Odense, 5230, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, Odense, 5230, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000566520","display_name":"Fabrizio Montesi","orcid":"https://orcid.org/0000-0003-4666-901X"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Fabrizio Montesi","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, Odense, 5230, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, Odense, 5230, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093046512","display_name":"Jonas Vistrup","orcid":"https://orcid.org/0000-0001-7704-3656"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jonas Vistrup","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, Odense, 5230, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Southern Denmark, Campusvej 55, Odense, 5230, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082561369"],"corresponding_institution_ids":["https://openalex.org/I177969490"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.122637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12127","display_name":"Software System Performance and Reliability","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9973000288009644,"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/microservices","display_name":"Microservices","score":0.9002246856689453},{"id":"https://openalex.org/keywords/lead","display_name":"Lead (geology)","score":0.5821187496185303},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4294919967651367},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3272867202758789},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32184725999832153},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1400665044784546},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.11894679069519043},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.08741798996925354}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.9002246856689453},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.5821187496185303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4294919967651367},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3272867202758789},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32184725999832153},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1400665044784546},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.11894679069519043},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.08741798996925354}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00607-024-01321-x","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s00607-024-01321-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00607-024-01321-x.pdf","source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},{"id":"pmh:oai:sdu.dk:openaire/80406493-fdec-4881-b084-62dd5e72d47f","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/80406493-fdec-4881-b084-62dd5e72d47f","pdf_url":"https://findresearcher.sdu.dk/ws/files/275834011/s00607-024-01321-x.pdf","source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cruz-Filipe, L, Kostopoulou, S, Montesi, F & Vistrup, J 2024, '\u03bcXL : explainable lead generation with microservices and hypothetical answers', Computing, vol. 106, no. 11, pp. 3419-3445. https://doi.org/10.1007/s00607-024-01321-x","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s00607-024-01321-x","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s00607-024-01321-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00607-024-01321-x.pdf","source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4099999964237213,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G4591108014","display_name":null,"funder_award_id":"0135-00219","funder_id":"https://openalex.org/F4320327387","funder_display_name":"Danmarks Frie Forskningsfond"},{"id":"https://openalex.org/G6911123063","display_name":null,"funder_award_id":"29518","funder_id":"https://openalex.org/F4320310490","funder_display_name":"Villum Fonden"}],"funders":[{"id":"https://openalex.org/F4320310490","display_name":"Villum Fonden","ror":"https://ror.org/007ww2d15"},{"id":"https://openalex.org/F4320323799","display_name":"Syddansk Universitet","ror":"https://ror.org/03yrrjy16"},{"id":"https://openalex.org/F4320327387","display_name":"Danmarks Frie Forskningsfond","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400958005.pdf","grobid_xml":"https://content.openalex.org/works/W4400958005.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W122332163","https://openalex.org/W1766332311","https://openalex.org/W1810581692","https://openalex.org/W1982029265","https://openalex.org/W2018165284","https://openalex.org/W2028737227","https://openalex.org/W2105400363","https://openalex.org/W2143024421","https://openalex.org/W2153313050","https://openalex.org/W2166546087","https://openalex.org/W2293230138","https://openalex.org/W2391824318","https://openalex.org/W2406697526","https://openalex.org/W2604928139","https://openalex.org/W2649315385","https://openalex.org/W2768116721","https://openalex.org/W2787623698","https://openalex.org/W2810911101","https://openalex.org/W2910671574","https://openalex.org/W2963026732","https://openalex.org/W2964319217","https://openalex.org/W2991761523","https://openalex.org/W2997832666","https://openalex.org/W3015685199","https://openalex.org/W3030174958","https://openalex.org/W3110978930","https://openalex.org/W3111359486","https://openalex.org/W3137517444","https://openalex.org/W3168531478","https://openalex.org/W4247487772","https://openalex.org/W4297063250","https://openalex.org/W4380634697","https://openalex.org/W4387546931","https://openalex.org/W4387645262"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4210334847","https://openalex.org/W3181741639","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W4225586032","https://openalex.org/W3003367851","https://openalex.org/W1492892507"],"abstract_inverted_index":{"Abstract":[0],"Lead":[1],"generation":[2,34],"refers":[3],"to":[4,16,124,133],"the":[5,98,141,165],"identification":[6],"of":[7,12,45,100,143,176,192],"potential":[8],"topics":[9],"(the":[10],"\u2018leads\u2019)":[11],"importance":[13],"for":[14,81,112,156],"journalists":[15],"report":[17],"on.":[18],"In":[19],"this":[20],"article":[21],"we":[22],"present":[23],"$$\\mu":[24,48],"$$":[25,49],"<mml:math":[26,50],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\">":[27,51],"<mml:mi>\u03bc</mml:mi>":[28,52],"</mml:math>":[29,53],"XL,":[30],"a":[31,38,43,78,180],"new":[32,181],"lead":[33,113],"tool":[35],"based":[36,84],"on":[37,85,97],"microservice":[39,147],"architecture":[40,148],"that":[41,93,109],"includes":[42],"component":[44],"explainable":[46],"AI.":[47],"XL":[54],"collects":[55],"and":[56,59,68,71,130,135,154,159,164],"stores":[57],"historical":[58],"real-time":[60],"data":[61],"from":[62],"web":[63],"sources,":[64],"like":[65],"Google":[66],"Trends,":[67],"generates":[69],"current":[70],"future":[72,101],"leads.":[73],"Leads":[74],"are":[75,110],"produced":[76],"by":[77,140],"novel":[79],"engine":[80,104],"hypothetical":[82],"reasoning":[83],"temporal":[86],"logical":[87],"rules,":[88],"which":[89],"can":[90],"identify":[91],"propositions":[92,123],"may":[94],"hold":[95],"depending":[96],"outcomes":[99],"events.":[102],"This":[103],"also":[105,186],"supports":[106],"additional":[107,174],"features":[108],"relevant":[111],"generation,":[114],"such":[115],"as":[116,127],"user-defined":[117],"predicates":[118],"(allowing":[119],"useful":[120],"custom":[121],"atomic":[122],"be":[125],"defined":[126],"Java":[128],"functions)":[129],"negation":[131],"(needed":[132],"specify":[134],"reason":[136],"about":[137],"leads":[138],"characterized":[139],"absence":[142],"specific":[144],"properties).":[145],"Our":[146],"is":[149],"designed":[150],"using":[151],"state-of-the-art":[152],"methods":[153],"tools":[155],"API":[157,162],"design":[158],"implementation,":[160],"namely":[161],"patterns":[163],"Jolie":[166],"programming":[167],"language.":[168],"Thus,":[169],"our":[170,193],"development":[171],"provides":[172],"an":[173,189],"validation":[175],"their":[177],"usefulness":[178],"in":[179],"application":[182],"domain":[183],"(journalism).":[184],"We":[185],"carry":[187],"out":[188],"empirical":[190],"evaluation":[191],"tool.":[194]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}