{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T01:05:25Z","timestamp":1773882325166,"version":"3.50.1"},"publisher-location":"Cham","reference-count":35,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319623979","type":"print"},{"value":"9783319623986","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-62398-6_14","type":"book-chapter","created":{"date-parts":[[2017,7,13]],"date-time":"2017-07-13T10:54:54Z","timestamp":1499943294000},"page":"200-209","source":"Crossref","is-referenced-by-count":10,"title":["Automated Valuation Methods in Atypical Real Estate Markets Using the Mono-parametric Approach"],"prefix":"10.1007","author":[{"given":"Marina","family":"Ciuna","sequence":"first","affiliation":[]},{"given":"Manuela","family":"De Ruggiero","sequence":"additional","affiliation":[]},{"given":"Benedetto","family":"Manganelli","sequence":"additional","affiliation":[]},{"given":"Francesca","family":"Salvo","sequence":"additional","affiliation":[]},{"given":"Marco","family":"Simonotti","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,7,14]]},"reference":[{"key":"14_CR1","first-page":"540","volume":"4","author":"W Shenkel","year":"1971","unstructured":"Shenkel, W., Eidson, A.: Comparable sales retrieval systems. Apprais. J. 4, 540\u2013544 (1971)","journal-title":"Apprais. J."},{"key":"14_CR2","unstructured":"Dilmore, G.: Appraising houses. Real Estate Apprais., 21\u201332, July\u2013August 1974"},{"key":"14_CR3","unstructured":"Graaskamp, J., Robbins, M.: Business 868 lecture notes. University of Wisconsin, Madison (1987)"},{"key":"14_CR4","first-page":"91","volume":"64","author":"J Detweiler","year":"1996","unstructured":"Detweiler, J., Radigan, R.: Computer-assisted real estate appraisal. Apprais. J. 64, 91\u2013101 (1996)","journal-title":"Apprais. J."},{"key":"14_CR5","first-page":"280","volume":"67","author":"J Detweiler","year":"1999","unstructured":"Detweiler, J., Radigan, R.: Computer-assisted real estate appraisal: a tool for the practicing appraiser. Apprais. J. 67, 280\u2013286 (1999)","journal-title":"Apprais. J."},{"key":"14_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1007\/978-3-319-21470-2_15","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2015","author":"V Giudice","year":"2015","unstructured":"Giudice, V., Manganelli, B., Paola, P.: Spline smoothing for estimating hedonic housing price models. In: Gervasi, O., Murgante, B., Misra, S., Gavrilova, M.L., Rocha, A.M.A.C., Torre, C., Taniar, D., Apduhan, B.O. (eds.) ICCSA 2015. LNCS, vol. 9157, pp. 210\u2013219. Springer, Cham (2015). doi: 10.1007\/978-3-319-21470-2_15"},{"key":"14_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1007\/978-3-319-21470-2_3","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2015","author":"B Manganelli","year":"2015","unstructured":"Manganelli, B., Mare, G., Nestic\u00f2, A.: Using genetic algorithms in the housing market analysis. In: Gervasi, O., Murgante, B., Misra, S., Gavrilova, M.L., Rocha, A.M.A.C., Torre, C., Taniar, D., Apduhan, B.O. (eds.) ICCSA 2015. LNCS, vol. 9157, pp. 36\u201345. Springer, Cham (2015). doi: 10.1007\/978-3-319-21470-2_3"},{"key":"14_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1007\/978-3-319-42085-1_14","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2016","author":"B Manganelli","year":"2016","unstructured":"Manganelli, B., De Paola, P., Del Giudice, V.: Linear programming in a multi-criteria model for real estate appraisal. In: Gervasi, O., et al. (eds.) ICCSA 2016. LNCS, vol. 9786, pp. 182\u2013192. Springer, Cham (2016). doi: 10.1007\/978-3-319-42085-1_14"},{"key":"14_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1007\/978-3-319-21470-2_14","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2015","author":"F Tajani","year":"2015","unstructured":"Tajani, F., Morano, P., Locurcio, M., D\u2019Addabbo, N.: Property valuations in times of crisis: artificial neural networks and evolutionary algorithms in comparison. In: Gervasi, O., Murgante, B., Misra, S., Gavrilova, M.L., Rocha, A.M.A.C., Torre, C., Taniar, D., Apduhan, B.O. (eds.) ICCSA 2015. LNCS, vol. 9157, pp. 194\u2013209. Springer, Cham (2015). doi: 10.1007\/978-3-319-21470-2_14"},{"issue":"2","key":"14_CR10","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1177\/0042098013492234","volume":"51","author":"M Helbich","year":"2014","unstructured":"Helbich, M., Brunauer, W., Vaz, E., Nijkamp, P.: Spatial heterogeneity in hedonic house price models: the case of Austria. Urban Stud. 51(2), 390\u2013411 (2014)","journal-title":"Urban Stud."},{"issue":"4","key":"14_CR11","doi-asserted-by":"crossref","first-page":"623","DOI":"10.1046\/j.1080-8620.2003.00079.x","volume":"31","author":"T Fik","year":"2003","unstructured":"Fik, T., Ling, D., Mulligan, G.: Modeling spatial variation in housing prices: a variable interaction approach. Real Estate Econ. 31(4), 623\u2013646 (2003)","journal-title":"Real Estate Econ."},{"issue":"3","key":"14_CR12","doi-asserted-by":"crossref","first-page":"466","DOI":"10.2307\/1926785","volume":"70","author":"R Dubin","year":"1998","unstructured":"Dubin, R.: Estimation of regression coefficients in the presence of spatially autocorrelated error terms. Rev. Econ. Stat. 70(3), 466\u2013474 (1998)","journal-title":"Rev. Econ. Stat."},{"issue":"2","key":"14_CR13","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1504\/IJBIDM.2014.065100","volume":"9","author":"B Manganelli","year":"2014","unstructured":"Manganelli, B., Pontrandolfi, P., Azzato, A., Murgante, B.: Using geographically weighted regression for housing market segmentation. Int. J. Bus. Intell. Data Min. 9(2), 161\u2013177 (2014)","journal-title":"Int. J. Bus. Intell. Data Min."},{"issue":"2","key":"14_CR14","first-page":"5","volume":"5","author":"P O\u2019Connor","year":"2008","unstructured":"O\u2019Connor, P.: Automated valuation models by model-building practitioners: Testing hybrid model structure and GIS location adjustments. J. Prop. Tax Assess. Adm. 5(2), 5\u201324 (2008)","journal-title":"J. Prop. Tax Assess. Adm."},{"key":"14_CR15","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1006\/jhec.1998.0229","volume":"7","author":"A Goodman","year":"1998","unstructured":"Goodman, A., Thibodeau, T.: Housing market segmentation. J. Hous. Econ. 7, 121\u2013143 (1998)","journal-title":"J. Hous. Econ."},{"issue":"3","key":"14_CR16","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1016\/S1051-1377(03)00031-7","volume":"12","author":"A Goodman","year":"2003","unstructured":"Goodman, A., Thibodeau, T.: Housing market segmentation and hedonic prediction accuracy. J. Hous. Econ. 12(3), 181\u2013201 (2003)","journal-title":"J. Hous. Econ."},{"key":"14_CR17","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1111\/j.1540-6229.2007.00188.x","volume":"35","author":"A Goodman","year":"2007","unstructured":"Goodman, A., Thibodeau, T.: The spatial proximity of metropolitan area housing submarkets. Real Estate Econ. 35, 209\u2013232 (2007)","journal-title":"Real Estate Econ."},{"key":"14_CR18","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1007\/s11146-007-9036-8","volume":"35","author":"S Bourassa","year":"2007","unstructured":"Bourassa, S., Cantoni, E., Hoesli, M.: Spatial dependence, housing submarkets, and house price predictions. J. Real Estate Finan. Econ. 35, 143\u2013160 (2007)","journal-title":"J. Real Estate Finan. Econ."},{"key":"14_CR19","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1002\/9781444301021.ch3","volume-title":"Mass Appraisal Methods: An International Perspective for Property Valuers","author":"R Borst","year":"2008","unstructured":"Borst, R., McCluskey, W.: The modified comparable sales method as the basis for a property tax valuations system and its relationship and comparison to spatially autoregressive valuation models. In: Kauko, T., d\u2019Amato, M. (eds.) Mass Appraisal Methods: An International Perspective for Property Valuers, pp. 49\u201369. Wiley Blackwell, Chicester (2008)"},{"key":"14_CR20","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1023\/B:REAL.0000035309.60607.53","volume":"29","author":"B Case","year":"2004","unstructured":"Case, B., Clapp, J., Dubin, R., Rodriguez, M.: Modeling spatial and temporal house price patterns: A comparison of four models. J. Real Estate Finan. Econ. 29, 167\u2013191 (2004)","journal-title":"J. Real Estate Finan. Econ."},{"key":"14_CR21","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1023\/A:1007762613901","volume":"14","author":"R Pace","year":"1997","unstructured":"Pace, R., Gilley, O.: Using the spatial configuration of data to improve estimation. J. Real Estate Finan. Econ. 14, 333\u2013340 (1997)","journal-title":"J. Real Estate Finan. Econ."},{"key":"14_CR22","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1111\/1540-6229.00748","volume":"1","author":"R Pace","year":"1998","unstructured":"Pace, R., Gilley, O.: Generalizing the OLS and grid estimators. Real Estate Econ. 1, 331\u2013346 (1998)","journal-title":"Real Estate Econ."},{"key":"14_CR23","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1080\/10835547.2010.12091276","volume":"32","author":"S Bourassa","year":"2010","unstructured":"Bourassa, S., Cantoni, E., Hoesli, M.: Predicting house prices with spatial dependence: a comparison of alternative methods. J. Real Estate Res. 32, 139\u2013159 (2010)","journal-title":"J. Real Estate Res."},{"issue":"3","key":"14_CR24","doi-asserted-by":"crossref","first-page":"517","DOI":"10.1111\/reec.12013","volume":"41","author":"S Bourassa","year":"2013","unstructured":"Bourassa, S., Cantoni, E., Hoesli, M.: Robust repeat sales indexes. Real Estate Econ. 41(3), 517\u2013541 (2013)","journal-title":"Real Estate Econ."},{"key":"14_CR25","unstructured":"IVSC: International Valuation Standards. IVSC, London (2011)"},{"key":"14_CR26","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-49746-4","volume-title":"Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis","author":"M d\u2019Amato","year":"2017","unstructured":"d\u2019Amato, M., Kauko, T.: Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis. Springer, Heidelberg (2017)"},{"key":"14_CR27","series-title":"Studies in Systems, Decision and Control","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1007\/978-3-319-49746-4_5","volume-title":"Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis","author":"M Ciuna","year":"2017","unstructured":"Ciuna, M., Salvo, F., Simonotti, M.: An estimative model of automated valuation method in Italy. In: d\u2019Amato, M., Kauko, T. (eds.) Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis. SSDC, vol. 86, pp. 85\u2013112. Springer, Cham (2017). doi: 10.1007\/978-3-319-49746-4_5"},{"key":"14_CR28","series-title":"Studies in Systems, Decision and Control","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1007\/978-3-319-49746-4_14","volume-title":"Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis","author":"M Ciuna","year":"2017","unstructured":"Ciuna, M., Salvo, F., Simonotti, M.: The multilevel model in the computer-generated appraisal: a case in Palermo. In: d\u2019Amato, M., Kauko, T. (eds.) Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis. SSDC, vol. 86, pp. 225\u2013261. Springer, Cham (2017). doi: 10.1007\/978-3-319-49746-4_14"},{"key":"14_CR29","series-title":"Studies in Systems, Decision and Control","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1007\/978-3-319-49746-4_20","volume-title":"Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis","author":"M Ciuna","year":"2017","unstructured":"Ciuna, M., Ruggiero, M., Salvo, F., Simonotti, M.: Automatic research of the capitalization rate for the residential automated valuation: an experimental study in Cosenza (Italy). In: d\u2019Amato, M., Kauko, T. (eds.) Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis. SSDC, vol. 86, pp. 361\u2013380. Springer, Cham (2017). doi: 10.1007\/978-3-319-49746-4_20"},{"key":"14_CR30","series-title":"Studies in Systems, Decision and Control","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1007\/978-3-319-49746-4_21","volume-title":"Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis","author":"M Ciuna","year":"2017","unstructured":"Ciuna, M., Ruggiero, M., Salvo, F., Simonotti, M.: Automated procedures based on market comparison approach in Italy. In: d\u2019Amato, M., Kauko, T. (eds.) Advances in Automated Valuation Modeling: AVM After the Non-Agency Mortgage Crisis. SSDC, vol. 86, pp. 381\u2013400. Springer, Cham (2017). doi: 10.1007\/978-3-319-49746-4_21"},{"key":"14_CR31","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1007\/978-3-319-42111-7_11","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2016","author":"H Schernthanner","year":"2016","unstructured":"Schernthanner, H., Asche, H., Gonschorek, J., Scheele, L.: Spatial modeling and geovisualization of rental prices for real estate portals. In: Gervasi, O., et al. (eds.) ICCSA 2016. LNCS, vol. 9788, pp. 120\u2013133. Springer, Cham (2016). doi: 10.1007\/978-3-319-42111-7_11"},{"key":"14_CR32","first-page":"24","volume":"3","author":"M Simonotti","year":"2015","unstructured":"Simonotti, M., Salvo, F., Ciuna, M.: Appraisal value and assessed value in Italy. Int. J. Econ. Stat. 3, 24\u201331 (2015)","journal-title":"Int. J. Econ. Stat."},{"key":"14_CR33","first-page":"403","volume":"2","author":"F Salvo","year":"2016","unstructured":"Salvo, F., Simonotti, M., Ciuna, M., De Ruggiero, M.: Measurements of rationality for a scientific approach to the market oriented methods. J. Real Estate Lit. 2, 403\u2013427 (2016)","journal-title":"J. Real Estate Lit."},{"key":"14_CR34","unstructured":"VV.AA.: Standard on automated valuation models (AVMs), International Association of Assessing Officers, Chicago (2003)"},{"issue":"2","key":"14_CR35","first-page":"139","volume":"32","author":"F Salvo","year":"2014","unstructured":"Salvo, F., Ciuna, M., De Ruggiero, M.: Property prices index numbers and derived indices. Prop. Manage. 32(2), 139\u2013153 (2014)","journal-title":"Prop. Manage."}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2017"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-62398-6_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,30]],"date-time":"2022-07-30T22:39:20Z","timestamp":1659220760000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-62398-6_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319623979","9783319623986"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-62398-6_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]}}}