{"id":"https://openalex.org/W2805576699","doi":"https://doi.org/10.1007/978-3-319-90403-0_21","title":"Domain Knowledge in Predictive Maintenance for Water Pipe Failures","display_name":"Domain Knowledge in Predictive Maintenance for Water Pipe Failures","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2805576699","doi":"https://doi.org/10.1007/978-3-319-90403-0_21","mag":"2805576699"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-90403-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-90403-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S4210187768","display_name":"Human-computer interaction series","issn_l":"1571-5035","issn":["1571-5035","2524-4477"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human\u2013Computer Interaction Series","raw_type":"book-chapter"},"type":"book-chapter","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/A5100676631","display_name":"Zhidong Li","orcid":"https://orcid.org/0000-0003-3288-5547"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Zhidong Li","raw_affiliation_strings":["DATA61, CSIRO, 13 Garden Street, Eveleigh, NSW, 2015, Australia"],"affiliations":[{"raw_affiliation_string":"DATA61, CSIRO, 13 Garden Street, Eveleigh, NSW, 2015, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100714578","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-6815-0879"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["DATA61, CSIRO, 13 Garden Street, Eveleigh, NSW, 2015, Australia"],"affiliations":[{"raw_affiliation_string":"DATA61, CSIRO, 13 Garden Street, Eveleigh, NSW, 2015, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100676631"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"],"apc_list":null,"apc_paid":null,"fwci":2.0982,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83304696,"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":"437","last_page":"457"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11493","display_name":"Water Treatment and Disinfection","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12233","display_name":"Geotechnical Engineering and Underground Structures","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6846407651901245},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.62955641746521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5801030397415161},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5700497031211853},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5125696659088135},{"id":"https://openalex.org/keywords/water-pipe","display_name":"Water pipe","score":0.49980616569519043},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4140182137489319},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4139728844165802},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3611336946487427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34184229373931885},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.196261465549469}],"concepts":[{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6846407651901245},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.62955641746521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5801030397415161},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5700497031211853},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5125696659088135},{"id":"https://openalex.org/C23966969","wikidata":"https://www.wikidata.org/wiki/Q3241671","display_name":"Water pipe","level":3,"score":0.49980616569519043},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4140182137489319},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4139728844165802},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3611336946487427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34184229373931885},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.196261465549469},{"id":"https://openalex.org/C201289731","wikidata":"https://www.wikidata.org/wiki/Q1172599","display_name":"Inlet","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-90403-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-90403-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S4210187768","display_name":"Human-computer interaction series","issn_l":"1571-5035","issn":["1571-5035","2524-4477"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human\u2013Computer Interaction Series","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1517266559","https://openalex.org/W1984040899","https://openalex.org/W1996596366","https://openalex.org/W2027394711","https://openalex.org/W2029303070","https://openalex.org/W2104676427","https://openalex.org/W2163605009","https://openalex.org/W2187089797","https://openalex.org/W2911964244","https://openalex.org/W2913048013"],"related_works":["https://openalex.org/W2396122647","https://openalex.org/W2136161268","https://openalex.org/W3165943254","https://openalex.org/W1771590778","https://openalex.org/W3143668791","https://openalex.org/W2289718384","https://openalex.org/W1583422155","https://openalex.org/W3213252596","https://openalex.org/W1649619740","https://openalex.org/W1534006406"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}