Learning curves in construction
This paper brings forth from the literature a series of learning curve models and evaluates them through the lens of the construction industry. The review suggests that there is still no consensus on which model provides the best fit and predictability for construction data. As such, this paper puts...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , |
| التنسيق: | article |
| منشور في: |
2016
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| الوصول للمادة أونلاين: | http://hdl.handle.net/10725/4682 http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0001096 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php http://ascelibrary.org/doi/abs/10.1061/(ASCE)CO.1943-7862.0001096 |
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| _version_ | 1864513475664936960 |
|---|---|
| author | Srour, F. Jordan |
| author2 | Kiomjian, Daoud Srour, Issam M. |
| author2_role | author author |
| author_facet | Srour, F. Jordan Kiomjian, Daoud Srour, Issam M. |
| author_role | author |
| dc.creator.none.fl_str_mv | Srour, F. Jordan Kiomjian, Daoud Srour, Issam M. |
| dc.date.none.fl_str_mv | 2016-10-26T08:43:48Z 2016-10-26T08:43:48Z 2016 2016-10-26 |
| dc.identifier.none.fl_str_mv | 0733-9364 http://hdl.handle.net/10725/4682 http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0001096 Srour, F. J., Kiomjian, D., & Srour, I. M. (2016, April). Learning Curves in Construction: A Critical Review and New Model. Journal of Construction Engineering and Management, 142(4), 06015004. http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php http://ascelibrary.org/doi/abs/10.1061/(ASCE)CO.1943-7862.0001096 |
| dc.language.none.fl_str_mv | en |
| dc.relation.none.fl_str_mv | Journal of Construction Engineering and Management |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.title.none.fl_str_mv | Learning curves in construction a critical review and new model |
| dc.type.none.fl_str_mv | Article info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | This paper brings forth from the literature a series of learning curve models and evaluates them through the lens of the construction industry. The review suggests that there is still no consensus on which model provides the best fit and predictability for construction data. As such, this paper puts forth a new model that is suitable for the modern construction industry as it accommodates for both mechanization and forgetting. The proposed model is similar to the Wright model (an exponential model of learning), but, through recursion, places more emphasis on recent data. The proposed model shows an error of less than 1% when predicting the cumulative average completion times in three out of four cases examined. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | LAURepo_daf49bf57338205b4fc20b951daa1c1f |
| identifier_str_mv | 0733-9364 Srour, F. J., Kiomjian, D., & Srour, I. M. (2016, April). Learning Curves in Construction: A Critical Review and New Model. Journal of Construction Engineering and Management, 142(4), 06015004. |
| language_invalid_str_mv | en |
| network_acronym_str | LAURepo |
| network_name_str | Lebanese American University repository |
| oai_identifier_str | oai:laur.lau.edu.lb:10725/4682 |
| publishDate | 2016 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Learning curves in constructiona critical review and new modelSrour, F. JordanKiomjian, DaoudSrour, Issam M.This paper brings forth from the literature a series of learning curve models and evaluates them through the lens of the construction industry. The review suggests that there is still no consensus on which model provides the best fit and predictability for construction data. As such, this paper puts forth a new model that is suitable for the modern construction industry as it accommodates for both mechanization and forgetting. The proposed model is similar to the Wright model (an exponential model of learning), but, through recursion, places more emphasis on recent data. The proposed model shows an error of less than 1% when predicting the cumulative average completion times in three out of four cases examined.PublishedN/A2016-10-26T08:43:48Z2016-10-26T08:43:48Z20162016-10-26Articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article0733-9364http://hdl.handle.net/10725/4682http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0001096Srour, F. J., Kiomjian, D., & Srour, I. M. (2016, April). Learning Curves in Construction: A Critical Review and New Model. Journal of Construction Engineering and Management, 142(4), 06015004.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttp://ascelibrary.org/doi/abs/10.1061/(ASCE)CO.1943-7862.0001096enJournal of Construction Engineering and Managementinfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/46822023-05-18T13:21:43Z |
| spellingShingle | Learning curves in construction Srour, F. Jordan |
| status_str | publishedVersion |
| title | Learning curves in construction |
| title_full | Learning curves in construction |
| title_fullStr | Learning curves in construction |
| title_full_unstemmed | Learning curves in construction |
| title_short | Learning curves in construction |
| title_sort | Learning curves in construction |
| url | http://hdl.handle.net/10725/4682 http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0001096 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php http://ascelibrary.org/doi/abs/10.1061/(ASCE)CO.1943-7862.0001096 |