Fuzzy rule based system approach to assess cleaning costs of carpet flooring
The impact of 'context of use' to the whole life costs (WLC) of building elements has not yet been studied in previous researches. Lack of hard and detailed historical data constrained the use of traditional methods for this purpose. A fuzzy rule-based system (FRBS) for any type of carpet...
Gespeichert in:
| Veröffentlicht in: | Journal of financial management of property and construction 2007-03, Vol.12 (1), p.25-36 |
|---|---|
| Hauptverfasser: | , |
| Format: | Artikel |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 36 |
|---|---|
| container_issue | 1 |
| container_start_page | 25 |
| container_title | Journal of financial management of property and construction |
| container_volume | 12 |
| creator | Wang, N Horner, R M W |
| description | The impact of 'context of use' to the whole life costs (WLC) of building elements has not yet been studied in previous researches. Lack of hard and detailed historical data constrained the use of traditional methods for this purpose. A fuzzy rule-based system (FRBS) for any type of carpet cleaning cost estimate is one of a series of fuzzy models developed to estimate the WLC of building elements with the consideration of context of use to the elements. The fuzzy reasoning method, as the representation of human reasoning, is applied to WLC for the first time for carpet cleaning cost. The data used are the linguistic judgments from some experienced experts based on interview surveys. The implementation of the model is demonstrated in a case study. The result is assessed by the experts as an acceptable estimate.The paper concludes that Fuzzy Rule Based System is an appropriate method to model running costs of building elements. The model allows user to predict the cost variation of cleaning cost of carpet flooring according to its designed context of use. |
| doi_str_mv | 10.1108/13664380780001091 |
| format | Article |
| fullrecord | <record><control><sourceid>proquest_istex</sourceid><recordid>TN_cdi_istex_primary_ark_67375_4W2_G239KJT2_B</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2656359801</sourcerecordid><originalsourceid>FETCH-LOGICAL-c389t-6533bea5b754fde473702384c16e9dfc786edc8eae741c288115e554e0c1995a3</originalsourceid><addsrcrecordid>eNqNkEtLAzEUhYMoWKs_wF3AraN5TpKliq2PgpuKy5Bm7mjrtBmTGbD99UYqLhTB1b1wvnPv4SB0TMkZpUSfU16WgmuiNCGEEkN30IAqaQotBN_Ne9aLDKh9dJDSgpBSc0YGaDLqN5s1jn0DeOYSVDitUwdL7No2BudfcBewSwlSwr4Bt5qvnrEPqUs41Ni72EKH6yaEmIVDtFe7JsHR1xyix9H19OqmmDyMb68uJoXn2nRFKTmfgZMzJUVdgVBcEca18LQEU9Ve6RIqr8GBEtQzrSmVIKUA4qkx0vEhOtnezRHfekidXYQ-rvJLSwllREllWKbolvIxpBShtm2cL11cZ8h-lmZ_lZY9xdYzzyW8fxtcfLVljimteGJ2zLi5v5sye5l5suVhCdE11b9enP5h-Ynatqr5B7ykiL0</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1012075792</pqid></control><display><type>article</type><title>Fuzzy rule based system approach to assess cleaning costs of carpet flooring</title><source>Emerald Journals</source><source>Standard: Emerald eJournal Premier Collection</source><creator>Wang, N ; Horner, R M W</creator><creatorcontrib>Wang, N ; Horner, R M W</creatorcontrib><description>The impact of 'context of use' to the whole life costs (WLC) of building elements has not yet been studied in previous researches. Lack of hard and detailed historical data constrained the use of traditional methods for this purpose. A fuzzy rule-based system (FRBS) for any type of carpet cleaning cost estimate is one of a series of fuzzy models developed to estimate the WLC of building elements with the consideration of context of use to the elements. The fuzzy reasoning method, as the representation of human reasoning, is applied to WLC for the first time for carpet cleaning cost. The data used are the linguistic judgments from some experienced experts based on interview surveys. The implementation of the model is demonstrated in a case study. The result is assessed by the experts as an acceptable estimate.The paper concludes that Fuzzy Rule Based System is an appropriate method to model running costs of building elements. The model allows user to predict the cost variation of cleaning cost of carpet flooring according to its designed context of use.</description><identifier>ISSN: 1366-4387</identifier><identifier>EISSN: 1759-8443</identifier><identifier>DOI: 10.1108/13664380780001091</identifier><language>eng</language><publisher>Bingley: Emerald Group Publishing Limited</publisher><subject>Carpet ; Cleaning cost ; Cost estimate ; Cost estimates ; Flooring ; Fuzzy rule base system</subject><ispartof>Journal of financial management of property and construction, 2007-03, Vol.12 (1), p.25-36</ispartof><rights>Emerald Group Publishing Limited</rights><rights>Copyright Emerald Group Publishing Limited 2007</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c389t-6533bea5b754fde473702384c16e9dfc786edc8eae741c288115e554e0c1995a3</citedby><cites>FETCH-LOGICAL-c389t-6533bea5b754fde473702384c16e9dfc786edc8eae741c288115e554e0c1995a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.emerald.com/insight/content/doi/10.1108/13664380780001091/full/pdf$$EPDF$$P50$$Gemerald$$H</linktopdf><linktohtml>$$Uhttps://www.emerald.com/insight/content/doi/10.1108/13664380780001091/full/html$$EHTML$$P50$$Gemerald$$H</linktohtml><link.rule.ids>314,776,780,961,11614,21674,27901,27902,52661,52664,53219,53347</link.rule.ids></links><search><creatorcontrib>Wang, N</creatorcontrib><creatorcontrib>Horner, R M W</creatorcontrib><title>Fuzzy rule based system approach to assess cleaning costs of carpet flooring</title><title>Journal of financial management of property and construction</title><description>The impact of 'context of use' to the whole life costs (WLC) of building elements has not yet been studied in previous researches. Lack of hard and detailed historical data constrained the use of traditional methods for this purpose. A fuzzy rule-based system (FRBS) for any type of carpet cleaning cost estimate is one of a series of fuzzy models developed to estimate the WLC of building elements with the consideration of context of use to the elements. The fuzzy reasoning method, as the representation of human reasoning, is applied to WLC for the first time for carpet cleaning cost. The data used are the linguistic judgments from some experienced experts based on interview surveys. The implementation of the model is demonstrated in a case study. The result is assessed by the experts as an acceptable estimate.The paper concludes that Fuzzy Rule Based System is an appropriate method to model running costs of building elements. The model allows user to predict the cost variation of cleaning cost of carpet flooring according to its designed context of use.</description><subject>Carpet</subject><subject>Cleaning cost</subject><subject>Cost estimate</subject><subject>Cost estimates</subject><subject>Flooring</subject><subject>Fuzzy rule base system</subject><issn>1366-4387</issn><issn>1759-8443</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2007</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNqNkEtLAzEUhYMoWKs_wF3AraN5TpKliq2PgpuKy5Bm7mjrtBmTGbD99UYqLhTB1b1wvnPv4SB0TMkZpUSfU16WgmuiNCGEEkN30IAqaQotBN_Ne9aLDKh9dJDSgpBSc0YGaDLqN5s1jn0DeOYSVDitUwdL7No2BudfcBewSwlSwr4Bt5qvnrEPqUs41Ni72EKH6yaEmIVDtFe7JsHR1xyix9H19OqmmDyMb68uJoXn2nRFKTmfgZMzJUVdgVBcEca18LQEU9Ve6RIqr8GBEtQzrSmVIKUA4qkx0vEhOtnezRHfekidXYQ-rvJLSwllREllWKbolvIxpBShtm2cL11cZ8h-lmZ_lZY9xdYzzyW8fxtcfLVljimteGJ2zLi5v5sye5l5suVhCdE11b9enP5h-Ynatqr5B7ykiL0</recordid><startdate>20070301</startdate><enddate>20070301</enddate><creator>Wang, N</creator><creator>Horner, R M W</creator><general>Emerald Group Publishing Limited</general><scope>BSCLL</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7RQ</scope><scope>7TA</scope><scope>7WY</scope><scope>7WZ</scope><scope>7X1</scope><scope>7XB</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>ANIOZ</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>F~G</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>K6~</scope><scope>KB.</scope><scope>KR7</scope><scope>L.-</scope><scope>L6V</scope><scope>M0C</scope><scope>M1F</scope><scope>M7S</scope><scope>PDBOC</scope><scope>PQBIZ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYYUZ</scope><scope>Q9U</scope></search><sort><creationdate>20070301</creationdate><title>Fuzzy rule based system approach to assess cleaning costs of carpet flooring</title><author>Wang, N ; Horner, R M W</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c389t-6533bea5b754fde473702384c16e9dfc786edc8eae741c288115e554e0c1995a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2007</creationdate><topic>Carpet</topic><topic>Cleaning cost</topic><topic>Cost estimate</topic><topic>Cost estimates</topic><topic>Flooring</topic><topic>Fuzzy rule base system</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, N</creatorcontrib><creatorcontrib>Horner, R M W</creatorcontrib><collection>Istex</collection><collection>CrossRef</collection><collection>Career & Technical Education Database</collection><collection>Materials Business File</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>Accounting & Tax Database</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central UK/Ireland</collection><collection>Accounting, Tax & Banking Collection</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>ProQuest Business Collection</collection><collection>Materials Science Database</collection><collection>Civil Engineering Abstracts</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ProQuest Engineering Collection</collection><collection>ABI/INFORM Global</collection><collection>Banking Information Database</collection><collection>Engineering Database</collection><collection>Materials Science Collection</collection><collection>ProQuest One Business</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>ABI/INFORM Collection China</collection><collection>ProQuest Central Basic</collection><jtitle>Journal of financial management of property and construction</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, N</au><au>Horner, R M W</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Fuzzy rule based system approach to assess cleaning costs of carpet flooring</atitle><jtitle>Journal of financial management of property and construction</jtitle><date>2007-03-01</date><risdate>2007</risdate><volume>12</volume><issue>1</issue><spage>25</spage><epage>36</epage><pages>25-36</pages><issn>1366-4387</issn><eissn>1759-8443</eissn><abstract>The impact of 'context of use' to the whole life costs (WLC) of building elements has not yet been studied in previous researches. Lack of hard and detailed historical data constrained the use of traditional methods for this purpose. A fuzzy rule-based system (FRBS) for any type of carpet cleaning cost estimate is one of a series of fuzzy models developed to estimate the WLC of building elements with the consideration of context of use to the elements. The fuzzy reasoning method, as the representation of human reasoning, is applied to WLC for the first time for carpet cleaning cost. The data used are the linguistic judgments from some experienced experts based on interview surveys. The implementation of the model is demonstrated in a case study. The result is assessed by the experts as an acceptable estimate.The paper concludes that Fuzzy Rule Based System is an appropriate method to model running costs of building elements. The model allows user to predict the cost variation of cleaning cost of carpet flooring according to its designed context of use.</abstract><cop>Bingley</cop><pub>Emerald Group Publishing Limited</pub><doi>10.1108/13664380780001091</doi><tpages>12</tpages></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 1366-4387 |
| ispartof | Journal of financial management of property and construction, 2007-03, Vol.12 (1), p.25-36 |
| issn | 1366-4387 1759-8443 |
| language | eng |
| recordid | cdi_istex_primary_ark_67375_4W2_G239KJT2_B |
| source | Emerald Journals; Standard: Emerald eJournal Premier Collection |
| subjects | Carpet Cleaning cost Cost estimate Cost estimates Flooring Fuzzy rule base system |
| title | Fuzzy rule based system approach to assess cleaning costs of carpet flooring |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-05T15%3A06%3A08IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_istex&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Fuzzy%20rule%20based%20system%20approach%20to%20assess%20cleaning%20costs%20of%20carpet%20flooring&rft.jtitle=Journal%20of%20financial%20management%20of%20property%20and%20construction&rft.au=Wang,%20N&rft.date=2007-03-01&rft.volume=12&rft.issue=1&rft.spage=25&rft.epage=36&rft.pages=25-36&rft.issn=1366-4387&rft.eissn=1759-8443&rft_id=info:doi/10.1108/13664380780001091&rft_dat=%3Cproquest_istex%3E2656359801%3C/proquest_istex%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1012075792&rft_id=info:pmid/&rfr_iscdi=true |