Matches in SemOpenAlex for { <https://semopenalex.org/work/W2018359411> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2018359411 abstract "Improper management of labor resources is one of the main causes of schedule delays and budget overruns in industrial construction projects. During management of these projects, a vast amount of data is collected and discarded without being analyzed to extract useful knowledge. To address this issue, an integrated proposed methodology is developed based on a five-step knowledge discovery in data (KDD) model. First, a synthesis of previous research is presented. Second, an inclusive analysis of the industrial construction domain and labor resources data is performed. Third, the concept of predefined progressable work packages is introduced for consistent data collection. Fourth, a prototype data warehouse is built using the snowflake schema to centrally store the collected data and produce dynamic online analytical processing (OLAP) reports and graphs. Fifth, data mining techniques are applied to extract useful knowledge from large sets of real projects’ data. Results show that the developed methodology is capable of gathering valuable knowledge from previously unanalyzed data that significantly improves current resource management practices." @default.
- W2018359411 created "2016-06-24" @default.
- W2018359411 creator A5002739242 @default.
- W2018359411 creator A5018366779 @default.
- W2018359411 creator A5056613940 @default.
- W2018359411 date "2014-11-01" @default.
- W2018359411 modified "2023-09-23" @default.
- W2018359411 title "Application of KDD Techniques to Extract Useful Knowledge from Labor Resources Data in Industrial Construction Projects" @default.
- W2018359411 cites W1965288838 @default.
- W2018359411 cites W1965677833 @default.
- W2018359411 cites W2016073136 @default.
- W2018359411 cites W2035309212 @default.
- W2018359411 cites W2036619835 @default.
- W2018359411 cites W2068391355 @default.
- W2018359411 cites W2081878105 @default.
- W2018359411 cites W2129833317 @default.
- W2018359411 cites W2140092692 @default.
- W2018359411 doi "https://doi.org/10.1061/(asce)me.1943-5479.0000280" @default.
- W2018359411 hasPublicationYear "2014" @default.
- W2018359411 type Work @default.
- W2018359411 sameAs 2018359411 @default.
- W2018359411 citedByCount "13" @default.
- W2018359411 countsByYear W20183594112015 @default.
- W2018359411 countsByYear W20183594112018 @default.
- W2018359411 countsByYear W20183594112020 @default.
- W2018359411 countsByYear W20183594112021 @default.
- W2018359411 countsByYear W20183594112022 @default.
- W2018359411 countsByYear W20183594112023 @default.
- W2018359411 crossrefType "journal-article" @default.
- W2018359411 hasAuthorship W2018359411A5002739242 @default.
- W2018359411 hasAuthorship W2018359411A5018366779 @default.
- W2018359411 hasAuthorship W2018359411A5056613940 @default.
- W2018359411 hasConcept C105795698 @default.
- W2018359411 hasConcept C111919701 @default.
- W2018359411 hasConcept C120567893 @default.
- W2018359411 hasConcept C124101348 @default.
- W2018359411 hasConcept C133462117 @default.
- W2018359411 hasConcept C135572916 @default.
- W2018359411 hasConcept C1668388 @default.
- W2018359411 hasConcept C201932085 @default.
- W2018359411 hasConcept C206345919 @default.
- W2018359411 hasConcept C207685749 @default.
- W2018359411 hasConcept C23123220 @default.
- W2018359411 hasConcept C2522767166 @default.
- W2018359411 hasConcept C31258907 @default.
- W2018359411 hasConcept C33923547 @default.
- W2018359411 hasConcept C41008148 @default.
- W2018359411 hasConcept C52146309 @default.
- W2018359411 hasConcept C56739046 @default.
- W2018359411 hasConcept C68387754 @default.
- W2018359411 hasConceptScore W2018359411C105795698 @default.
- W2018359411 hasConceptScore W2018359411C111919701 @default.
- W2018359411 hasConceptScore W2018359411C120567893 @default.
- W2018359411 hasConceptScore W2018359411C124101348 @default.
- W2018359411 hasConceptScore W2018359411C133462117 @default.
- W2018359411 hasConceptScore W2018359411C135572916 @default.
- W2018359411 hasConceptScore W2018359411C1668388 @default.
- W2018359411 hasConceptScore W2018359411C201932085 @default.
- W2018359411 hasConceptScore W2018359411C206345919 @default.
- W2018359411 hasConceptScore W2018359411C207685749 @default.
- W2018359411 hasConceptScore W2018359411C23123220 @default.
- W2018359411 hasConceptScore W2018359411C2522767166 @default.
- W2018359411 hasConceptScore W2018359411C31258907 @default.
- W2018359411 hasConceptScore W2018359411C33923547 @default.
- W2018359411 hasConceptScore W2018359411C41008148 @default.
- W2018359411 hasConceptScore W2018359411C52146309 @default.
- W2018359411 hasConceptScore W2018359411C56739046 @default.
- W2018359411 hasConceptScore W2018359411C68387754 @default.
- W2018359411 hasIssue "6" @default.
- W2018359411 hasLocation W20183594111 @default.
- W2018359411 hasOpenAccess W2018359411 @default.
- W2018359411 hasPrimaryLocation W20183594111 @default.
- W2018359411 hasRelatedWork W1493232818 @default.
- W2018359411 hasRelatedWork W1498033538 @default.
- W2018359411 hasRelatedWork W1777891839 @default.
- W2018359411 hasRelatedWork W1976455825 @default.
- W2018359411 hasRelatedWork W2157700837 @default.
- W2018359411 hasRelatedWork W2555845364 @default.
- W2018359411 hasRelatedWork W2916183764 @default.
- W2018359411 hasRelatedWork W3022751695 @default.
- W2018359411 hasRelatedWork W3122945220 @default.
- W2018359411 hasRelatedWork W59129014 @default.
- W2018359411 hasVolume "30" @default.
- W2018359411 isParatext "false" @default.
- W2018359411 isRetracted "false" @default.
- W2018359411 magId "2018359411" @default.
- W2018359411 workType "article" @default.