{"id":"https://openalex.org/W2035175592","doi":"https://doi.org/10.1145/1571941.1572035","title":"Leveraging sources of collective wisdom on the web for discovering technology synergies","display_name":"Leveraging sources of collective wisdom on the web for discovering technology synergies","publication_year":2009,"publication_date":"2009-07-19","ids":{"openalex":"https://openalex.org/W2035175592","doi":"https://doi.org/10.1145/1571941.1572035","mag":"2035175592"},"language":"en","primary_location":{"id":"doi:10.1145/1571941.1572035","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1571941.1572035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd international ACM SIGIR conference on Research and development in 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/A5027495745","display_name":"Cai-Nicolas Ziegler","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Cai-Nicolas Ziegler","raw_affiliation_strings":["Siemens AG, Muenchen, Germany","Siemens AG, Muenchen, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Siemens AG, Muenchen, Germany","institution_ids":["https://openalex.org/I1325886976"]},{"raw_affiliation_string":"Siemens AG, Muenchen, Germany#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084579854","display_name":"Stefan Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Jung","raw_affiliation_strings":["Siemens AG, Muenchen, Germany","Siemens AG, Muenchen, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Siemens AG, Muenchen, Germany","institution_ids":["https://openalex.org/I1325886976"]},{"raw_affiliation_string":"Siemens AG, Muenchen, Germany#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027495745"],"corresponding_institution_ids":["https://openalex.org/I1325886976"],"apc_list":null,"apc_paid":null,"fwci":0.7212,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7092556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"548","last_page":"555"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9905999898910522,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9894999861717224,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7305833101272583},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6259477734565735},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6153163313865662},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5950608253479004},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5763554573059082},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5442025065422058},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.5288147926330566},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5126647353172302},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5086053609848022},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5083114504814148},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.43666332960128784},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4340163767337799},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.41799771785736084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15793585777282715},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14354270696640015},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12436234951019287},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09968850016593933}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7305833101272583},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6259477734565735},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6153163313865662},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5950608253479004},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5763554573059082},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5442025065422058},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5288147926330566},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5126647353172302},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5086053609848022},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5083114504814148},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.43666332960128784},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4340163767337799},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.41799771785736084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15793585777282715},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14354270696640015},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12436234951019287},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09968850016593933},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1571941.1572035","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1571941.1572035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W26128353","https://openalex.org/W1535708631","https://openalex.org/W1545538620","https://openalex.org/W1567365482","https://openalex.org/W1569415500","https://openalex.org/W1587148115","https://openalex.org/W1647729745","https://openalex.org/W1659833910","https://openalex.org/W1660390307","https://openalex.org/W1973754941","https://openalex.org/W2037736522","https://openalex.org/W2081580037","https://openalex.org/W2112076978","https://openalex.org/W2123457740","https://openalex.org/W2124591829","https://openalex.org/W2149393279","https://openalex.org/W2153390303","https://openalex.org/W2155912844","https://openalex.org/W2161443453","https://openalex.org/W2503474909","https://openalex.org/W2613995098","https://openalex.org/W3003709066"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"One":[0],"of":[1,5,22,72,81,93,117,142,168,176,187],"the":[2,20,26,51,69,76,122,143,166],"central":[3],"tasks":[4],"R&D":[6],"strategy":[7],"and":[8,15,42,83,88],"portfolio":[9],"management":[10],"at":[11],"large":[12],"technology":[13,160],"companies":[14],"research":[16],"institutions":[17],"refers":[18],"to":[19,98,164,173],"identification":[21],"technological":[23,109],"synergies":[24,110],"throughout":[25],"organization.":[27],"These":[28],"efforts":[29],"are":[30],"geared":[31],"towards":[32],"saving":[33],"resources":[34],"by":[35,63],"consolidating":[36],"scattered":[37],"expertise,":[38],"sharing":[39],"best":[40],"practices,":[41],"reusing":[43],"available":[44],"technologies":[45,96],"across":[46],"multiple":[47],"product":[48],"lines.":[49],"In":[50],"past,":[52],"this":[53,73],"task":[54],"has":[55,97,136],"been":[56,137],"done":[57],"in":[58,79,111,125],"a":[59,86,104,174,184],"manual":[60],"evaluation":[61,145],"process":[62,146],"technical":[64],"domain":[65,188],"experts.":[66,189],"While":[67],"feasible,":[68],"major":[70],"drawback":[71],"approach":[74,106],"is":[75],"enormous":[77],"effort":[78],"terms":[80],"availability":[82],"time:":[84],"For":[85],"structured":[87],"complete":[89],"analysis":[90],"every":[91],"combination":[92],"any":[94],"two":[95],"be":[99],"rated":[100],"explicitly.":[101],"We":[102,150],"present":[103],"novel":[105],"that":[107],"recommends":[108],"an":[112],"automated":[113],"fashion,":[114],"making":[115],"use":[116],"abundant":[118],"collective":[119],"wisdom":[120],"from":[121],"Web,":[123],"both":[124],"pure":[126],"textual":[127],"form":[128],"as":[129,131,163,171,181,183],"well":[130,182],"classification":[132],"ontologies.":[133],"Our":[134],"method":[135],"deployed":[138],"for":[139],"practical":[140],"support":[141],"synergy":[144],"within":[147],"our":[148,169],"company.":[149],"have":[151],"also":[152],"conducted":[153],"empirical":[154],"evaluations":[155],"based":[156],"on":[157],"randomly":[158],"selected":[159],"pairs":[161],"so":[162],"benchmark":[165],"accuracy":[167],"approach,":[170],"compared":[172],"group":[175,186],"general":[177],"computer":[178],"science":[179],"technologists":[180],"control":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}