{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T21:48:25Z","timestamp":1775944105355,"version":"3.50.1"},"publisher-location":"Cham","reference-count":37,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030299323","type":"print"},{"value":"9783030299330","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,8,30]],"date-time":"2019-08-30T00:00:00Z","timestamp":1567123200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-29933-0_29","type":"book-chapter","created":{"date-parts":[[2019,8,29]],"date-time":"2019-08-29T06:32:58Z","timestamp":1567060378000},"page":"342-353","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Preference Learning Based Decision Map Algebra: Specification and Implementation"],"prefix":"10.1007","author":[{"given":"Ahmed M.","family":"Abubahia","sequence":"first","affiliation":[]},{"given":"Salem","family":"Chakhar","sequence":"additional","affiliation":[]},{"given":"Mihaela","family":"Cocea","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,8,30]]},"reference":[{"issue":"2","key":"29_CR1","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1068\/b37085","volume":"39","author":"H Aissi","year":"2012","unstructured":"Aissi, H., Chakhar, S., Mousseau, V.: Gis-based multicriteria evaluation approach for corridor siting. Environ. Plan. B Plan. Des. 39(2), 287\u2013307 (2012)","journal-title":"Environ. Plan. B Plan. Des."},{"issue":"3","key":"29_CR2","first-page":"275","volume":"9","author":"A Am\u00e2ncio","year":"2018","unstructured":"Am\u00e2ncio, A., Carneiro, T.: An algebra for modeling and simulation of continuous spatial changes. J. Inf. Data Manag. 9(3), 275\u2013290 (2018)","journal-title":"J. Inf. Data Manag."},{"key":"29_CR3","unstructured":"Brauner, J., Foerster, T., Schaeffer, B., Baranski, B.: Towards a research agenda for geoprocessing services. In: Haunert, J., Kieler, B., Milde, J. (eds.) 12th AGILE International Conference on Geographic Information Science, pp. 1\u201312. IKG, Leibniz, University of Hanover, Hanover, Germany (2009)"},{"key":"29_CR4","unstructured":"Caldwell, D.: Extending map algebra with flag operators. In: Proceedings of GeoComputation 2000 (2000)"},{"issue":"2","key":"29_CR5","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1007\/s10707-017-0312-3","volume":"22","author":"J Caraba\u00f1o","year":"2018","unstructured":"Caraba\u00f1o, J., Westerholm, J., Sarjakoski, T.: A compiler approach to map algebra: automatic parallelization, locality optimization, and gpu acceleration of raster spatial analysis. GeoInformatica 22(2), 211\u2013235 (2018)","journal-title":"GeoInformatica"},{"issue":"5","key":"29_CR6","doi-asserted-by":"publisher","first-page":"572","DOI":"10.1016\/j.compenvurbsys.2007.08.007","volume":"31","author":"S Chakhar","year":"2007","unstructured":"Chakhar, S., Mousseau, V.: An algebra for multicriteria spatial modelling. Comput. Environ. Urban Syst. 31(5), 572\u2013596 (2007)","journal-title":"Comput. Environ. Urban Syst."},{"key":"29_CR7","first-page":"747","volume-title":"Encyclopedia of Geographic Information Science","author":"S Chakhar","year":"2007","unstructured":"Chakhar, S., Mousseau, V.: Spatial multicriteria decision making. In: Shehkar, S., Xiong, H. (eds.) Encyclopedia of Geographic Information Science, pp. 747\u2013753. Springer, Boston (2007)"},{"issue":"11","key":"29_CR8","doi-asserted-by":"publisher","first-page":"1159","DOI":"10.1080\/13658810801949827","volume":"22","author":"S Chakhar","year":"2008","unstructured":"Chakhar, S., Mousseau, V.: GIS-based multicriteria spatial modeling generic framework. Int. J. Geogr. Inf. Sci. 22(11), 1159\u20131196 (2008)","journal-title":"Int. J. Geogr. Inf. Sci."},{"key":"29_CR9","doi-asserted-by":"crossref","unstructured":"Chakhar, S., Mousseau, V.: Generation of spatial decision alternatives based on a planar subdivision of the study area. In: Proceedings The 2006 ACM\/IEEE International Conference on Signal-Image Technology and Internet-Based Systems (SITIS 2006). Lecture Notes in Computer Science, vol. 4879, pp. 137\u2013148. Springer (2009)","DOI":"10.1007\/978-3-642-01350-8_13"},{"key":"29_CR10","unstructured":"Chrisman, N.: Transformations. In: Exploring Geographic Information Systems, 2nd edn, pp. 217\u2013242. Wiley, New York (2002)"},{"key":"29_CR11","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1007\/3-540-55966-3_3","volume-title":"Theories and Methods of Spatio-Temporal Reasoning in Geographic Space","author":"Helen Couclelis","year":"1992","unstructured":"Couclelis, H.: People manipulate objects (but cultivate fields): Beyond the raster vector debate in GIS. In Frank, A., Campari, I. (eds.) Theories and Methods of Spatio-Temporal Reasoning in Geographic Space. Lecture Notes in Computer Science, vol. 639, 65\u201377. Springer, Berlin (1992)"},{"issue":"6","key":"29_CR12","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1080\/13658810210137040","volume":"16","author":"T Cova","year":"2002","unstructured":"Cova, T., Goodchild, M.: Extending geographical representation to include fields of spatial objects. Int. J. Geogr. Inf. Sci. 16(6), 509\u2013532 (2002)","journal-title":"Int. J. Geogr. Inf. Sci."},{"key":"29_CR13","first-page":"333","volume-title":"Handbook of Computational Geometry","author":"L Floriani de","year":"1999","unstructured":"de Floriani, L., Magillo, P., Puppo, E.: Applications of computational geometry to geographic information systems. In: Sack, J.-R., Urrutia, J. (eds.) Handbook of Computational Geometry, vol. 7, pp. 333\u2013388. Elsevier Science B.V, Amsterdam (1999)"},{"key":"29_CR14","unstructured":"Dorenbeck, C., Egenhofer, M.: Algebraic optimization of combined overlay operations. In: Mark, D., White, D. (eds.) Auto-Carto 10: Technical Papers of the 1991 ACSM-ASPRS Annual Convention, Baltimore, Maryland, USA, ACSM-ASPRS, pp. 296\u2013312, March 1991"},{"issue":"10","key":"29_CR15","doi-asserted-by":"publisher","first-page":"1999","DOI":"10.1080\/13658816.2018.1475671","volume":"32","author":"A Graciano","year":"2018","unstructured":"Graciano, A., Rueda, A., Feito, F.: A formal framework for the representation of stack-based terrains. Int. J. Geogr. Inf. Sci. 32(10), 1999\u20132022 (2018)","journal-title":"Int. J. Geogr. Inf. Sci."},{"issue":"1","key":"29_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0377-2217(00)00167-3","volume":"129","author":"S Greco","year":"2001","unstructured":"Greco, S., Matarazzo, B., S\u0142owi\u0144ski, R.: Rough sets theory for multicriteria decision analysis. Eur. J. Oper. Res. 129(1), 1\u201347 (2001)","journal-title":"Eur. J. Oper. Res."},{"key":"29_CR17","unstructured":"Grunberg, W., Dale, J., Haseltine, M., Lerman, N., Olsson, A., Orr, B.: Web-based map-algebra challenges: A polygon solution. In: Proceedings of the 24th Annual ESRI International User Conference, San Diego, California, 9-10 August 2004"},{"issue":"6","key":"29_CR18","doi-asserted-by":"publisher","first-page":"396","DOI":"10.1145\/359605.359618","volume":"20","author":"J Guttag","year":"1977","unstructured":"Guttag, J.: Abstract data types and the development of data structures. Commun. ACM 20(6), 396\u2013404 (1977)","journal-title":"Commun. ACM"},{"issue":"1","key":"29_CR19","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1007\/BF00260922","volume":"10","author":"J Guttag","year":"1978","unstructured":"Guttag, J., Horning, J.: The algebraic specification of abstract data types. Acta Inform. 10(1), 27\u201352 (1978)","journal-title":"Acta Inform."},{"key":"29_CR20","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1111\/1467-9671.00070","volume":"5","author":"D Karssenberg","year":"2001","unstructured":"Karssenberg, D., Burrough, P., Sluiter, R., Jong, K.: The PCRaster software and course materials for teaching numerical modelling in the environmental sciences. Trans. GIS 5, 99\u2013110 (2001)","journal-title":"Trans. GIS"},{"key":"29_CR21","unstructured":"Le\u00a0Roux, W., Du\u00a0Preez, M., De\u00a0Klerk, L., Hohls, D., McFerren, G., Van\u00a0der\u00a0Merwe, A.V.M., Van\u00a0Zyl, T.: EO2HEAVEN: Mitigating environmental health risks. In: Fraunhofer-Gesellschaft, pp. 1\u2013146 (2013)"},{"issue":"5","key":"29_CR22","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1080\/136588199241166","volume":"13","author":"Y Leung","year":"2002","unstructured":"Leung, Y., Leung, K., He, J.: A generic concept-based object-oriented geographical information system. Int. J. Geogr. Inf. Sci. 13(5), 475\u2013498 (2002)","journal-title":"Int. J. Geogr. Inf. Sci."},{"key":"29_CR23","first-page":"369","volume-title":"International Series in Operations Research & Management Science","author":"Jacek Malczewski","year":"2010","unstructured":"Malczewski, J.: Multiple criteria decision analysis and geographic information systems. In: Trends in Multiple Criteria Decision Analysis, pp. 369\u2013395. Springer, Boston (2010)"},{"issue":"1","key":"29_CR24","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1559\/1523040053270765","volume":"32","author":"J Mennis","year":"2005","unstructured":"Mennis, J., Viger, R., Tomlin, C.: Cubic map algebra functions for spatio-temporal analysis. Cartogr. Geogr. Inf. Sci. 32(1), 17\u201332 (2005)","journal-title":"Cartogr. Geogr. Inf. Sci."},{"key":"29_CR25","series-title":"International Handbooks on Information Systems","doi-asserted-by":"publisher","first-page":"401","DOI":"10.1007\/978-3-662-46816-6_13","volume-title":"Evaluation and Decision Models with Multiple Criteria","author":"C Mercat-Rommens","year":"2015","unstructured":"Mercat-Rommens, C., Chakhar, S., Chojnacki, E., Mousseau, V.: Coupling GIS and multi-criteria modeling to support post-accident nuclear risk evaluation. In: Raymond, B., Dias, L., Meyer, P., Mousseau, V., Pirlot, M. (eds.) Evaluation and Decision Models with Multiple Criteria. International Handbooks on Information Systems, pp. 401\u2013428. Springer, Heidelberg (2015)"},{"key":"29_CR26","first-page":"273","volume-title":"Lecture Notes in Geoinformation and Cartography","author":"Matthias M\u00fcller","year":"2010","unstructured":"M\u00fcller, M., Bernard, L., Vogel, R.: Multi-criteria evaluation for emergency management in spatial data infrastructures. In: Geographic Information and Cartography for Risk and Crisis Management: Towards Better Solutions, pp. 273\u2013286. Springer, Heidelberg (2010)"},{"key":"29_CR27","unstructured":"Murray, S., Breslin, P., Ormsby, T., Miller, B.: A visual framework for spatial modeling. In: Proceedings of the 4th International Conference on Integrating GIS and Environmental Modeling (GIS\/EM4): Problems, Prospects and Research Needs, Banff, Alberta, Canada (2000)"},{"key":"29_CR28","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-3534-4","volume-title":"Rough Set: Theoretical Aspects of Reasoning About Data","author":"Z Pawlak","year":"1991","unstructured":"Pawlak, Z.: Rough Set: Theoretical Aspects of Reasoning About Data. Kluwer Academic Publishers, Dordrecht (1991)"},{"issue":"2","key":"29_CR29","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/A:1011438215225","volume":"5","author":"D Pullar","year":"2001","unstructured":"Pullar, D.: MapScript: A map algebra programming language incorporating neighborhood analysis. GeoInformatica 5(2), 145\u2013163 (2001)","journal-title":"GeoInformatica"},{"key":"29_CR30","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1016\/0734-189X(90)90106-6","volume":"49","author":"G Ritter","year":"1990","unstructured":"Ritter, G., Wilson, J., Davidson, J.: Image algebra: An overview. Comput. Vis. Graph. Image Process. 49, 297\u2013331 (1990)","journal-title":"Comput. Vis. Graph. Image Process."},{"key":"29_CR31","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1016\/j.ecoinf.2016.01.009","volume":"32","author":"O Schmitz","year":"2016","unstructured":"Schmitz, O., de Kok, J., Karssenberg, D.: A software framework for process flow execution of stochastic multi-scale integrated models. Ecol. Inform. 32, 124\u2013133 (2016)","journal-title":"Ecol. Inform."},{"key":"29_CR32","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1016\/j.envsoft.2013.06.009","volume":"48","author":"O Schmitz","year":"2013","unstructured":"Schmitz, O., Karssenberg, D., de Jong, K., de Kok, J.L., de Jong, S.: Map algebra and model algebra for integrated model building. Environ. Model. Softw. 48, 113\u2013128 (2013)","journal-title":"Environ. Model. Softw."},{"key":"29_CR33","volume-title":"Image Analysis and Mathematical Morphology","author":"J Serra","year":"1982","unstructured":"Serra, J.: Image Analysis and Mathematical Morphology. Academic Press, London (1982)"},{"issue":"1","key":"29_CR34","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1002\/1098-111X(200101)16:1<13::AID-INT3>3.0.CO;2-M","volume":"16","author":"J Stefanowski","year":"2001","unstructured":"Stefanowski, J., Vanderpooten, D.: Induction of decision rules in classification and discovery-oriented perspectives. Int. J. Intell. Syst. 16(1), 13\u201327 (2001)","journal-title":"Int. J. Intell. Syst."},{"issue":"1","key":"29_CR35","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1080\/136588197242509","volume":"11","author":"M Takeyama","year":"1997","unstructured":"Takeyama, M., Couclelis, H.: Map dynamics: Integrating cellular automata and GIS through geo-algebra. Int. J. Geogr. Inf. Sci. 11(1), 73\u201391 (1997)","journal-title":"Int. J. Geogr. Inf. Sci."},{"key":"29_CR36","volume-title":"Geographic Information Systems and Cartographic Modeling","author":"C Tomlin","year":"1990","unstructured":"Tomlin, C.: Geographic Information Systems and Cartographic Modeling. Prentice Hall, Englewood Cliffs (1990)"},{"key":"29_CR37","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1111\/j.1467-9671.1996.tb00032.x","volume":"1","author":"C Wesseling","year":"1996","unstructured":"Wesseling, C., Karssenberg, D., Deursen, W., Burrough, P.: Integrating dynamic environmental models in GIS: The development of a dynamic modelling language. Trans. GIS 1, 40\u201348 (1996)","journal-title":"Trans. GIS"}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Computational Intelligence Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-29933-0_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T02:06:19Z","timestamp":1567303579000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-29933-0_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8,30]]},"ISBN":["9783030299323","9783030299330"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-29933-0_29","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,8,30]]},"assertion":[{"value":"30 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"UKCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"UK Workshop on Computational Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portsmouth","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 September 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ukci2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}