{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T04:45:54Z","timestamp":1782794754267,"version":"3.54.5"},"publisher-location":"Cham","reference-count":38,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032305329","type":"print"},{"value":"9783032305336","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2027]]},"DOI":"10.1007\/978-3-032-30533-6_31","type":"book-chapter","created":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T04:21:58Z","timestamp":1782793318000},"page":"465-483","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Integrating Computational Design and Space Syntax in Urban Planning and Design Education: A Data-Driven Pedagogical Model"],"prefix":"10.1007","author":[{"given":"Chiara","family":"Garau","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4166-1290","authenticated-orcid":false,"given":"Mana","family":"Dastoum","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2751-9024","authenticated-orcid":false,"given":"Reza","family":"Askarizad","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,1]]},"reference":[{"issue":"2","key":"31_CR1","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1016\/j.foar.2019.12.008","volume":"9","author":"I Caetano","year":"2020","unstructured":"Caetano, I., Santos, L., Leit\u00e3o, A.: Computational design in architecture: defining parametric, generative, and algorithmic design. Front. Archit. Res. 9(2), 287\u2013300 (2020). https:\/\/doi.org\/10.1016\/j.foar.2019.12.008","journal-title":"Front. Archit. Res."},{"key":"31_CR2","doi-asserted-by":"publisher","unstructured":"Gurcan Bahadir, C.G., Tong, T.: Computational approaches to space planning: a systematic review of enhancing architectural layouts. Int. J. Archit. Comput. 14780771241310215 (2025). https:\/\/doi.org\/10.1177\/14780771241310215","DOI":"10.1177\/14780771241310215"},{"key":"31_CR3","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/978-3-031-97654-4_4","volume-title":"International Conference on Computational Science and its Applications","author":"R Askarizad","year":"2025","unstructured":"Askarizad, R., Garau, C.: Visibility graph analysis vs. human mobility patterns: an empirical validation of simulation-based analysis using space syntax in public squares. In: International Conference on Computational Science and its Applications, pp. 51\u201368. Springer Nature, Switzerland, Cham (2025). https:\/\/doi.org\/10.1007\/978-3-031-97654-4_4"},{"key":"31_CR4","doi-asserted-by":"publisher","first-page":"105110","DOI":"10.1016\/j.landusepol.2020.105110","volume":"101","author":"M Gonz\u00e1lez-M\u00e9ndez","year":"2021","unstructured":"Gonz\u00e1lez-M\u00e9ndez, M., Olaya, C., Fasolino, I., Grimaldi, M., Obreg\u00f3n, N.: Agent-based modeling for urban development planning based on human needs. Conceptual basis and model formulation. Land Use Policy 101, 105110 (2021). https:\/\/doi.org\/10.1016\/j.landusepol.2020.105110","journal-title":"Land Use Policy"},{"key":"31_CR5","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1016\/j.future.2018.10.006","volume":"92","author":"F Silva","year":"2019","unstructured":"Silva, F., Analide, C.: Computational sustainability and the PHESS platform: using affective computing as social indicators. Futur. Gener. Comput. Syst. 92, 329\u2013341 (2019). https:\/\/doi.org\/10.1016\/j.future.2018.10.006","journal-title":"Futur. Gener. Comput. Syst."},{"issue":"11","key":"31_CR6","doi-asserted-by":"publisher","first-page":"2084","DOI":"10.3390\/land12112084","volume":"12","author":"K Karimi","year":"2023","unstructured":"Karimi, K.: The configurational structures of social spaces: space syntax and urban morphology in the context of analytical, evidence-based design. Land 12(11), 2084 (2023). https:\/\/doi.org\/10.3390\/land12112084","journal-title":"Land"},{"issue":"1","key":"31_CR7","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1007\/s43762-021-00008-9","volume":"1","author":"SE Bibri","year":"2021","unstructured":"Bibri, S.E.: Data-driven smart sustainable cities of the future: urban computing and intelligence for strategic, short-term, and joined-up planning. Comput. Urban Sci. 1(1), 8 (2021). https:\/\/doi.org\/10.1007\/s43762-021-00008-9","journal-title":"Comput. Urban Sci."},{"issue":"2","key":"31_CR8","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1068\/b030147","volume":"3","author":"B Hillier","year":"1976","unstructured":"Hillier, B., Leaman, A., Stansall, P., Bedford, M.: Space syntax. Environ. Plan. B Plan. Des. 3(2), 147\u2013185 (1976). https:\/\/doi.org\/10.1068\/b030147","journal-title":"Environ. Plan. B Plan. Des."},{"key":"31_CR9","doi-asserted-by":"crossref","unstructured":"Venkatesh, A., Ma, H.: Tacit knowledge construction in studio-based learning: a conceptual framework. Int. J. Des. Educ. 16(1), 37\u201353 (2022). http:\/\/dx.doi.org\/10.18848%2F2325 128X%2FCGP%2FV16I01%2F37-53","DOI":"10.18848\/2325-128X\/CGP\/v16i01\/37-53"},{"issue":"2","key":"31_CR10","doi-asserted-by":"publisher","first-page":"204","DOI":"10.1016\/j.foar.2017.03.002","volume":"6","author":"AM Soliman","year":"2017","unstructured":"Soliman, A.M.: Appropriate teaching and learning strategies for the architectural design process in pedagogic design studios. Front. Archit. Res. 6(2), 204\u2013217 (2017). https:\/\/doi.org\/10.1016\/j.foar.2017.03.002","journal-title":"Front. Archit. Res."},{"issue":"4","key":"31_CR11","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1177\/0739456X12457685","volume":"32","author":"JG Long","year":"2012","unstructured":"Long, J.G.: State of the studio: revisiting the potential of studio pedagogy in US-based planning programs. J. Plan. Educ. Res. 32(4), 431\u2013448 (2012). https:\/\/doi.org\/10.1177\/0739456X12457685","journal-title":"J. Plan. Educ. Res."},{"issue":"1\u20132","key":"31_CR12","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.compedu.2003.12.018","volume":"43","author":"G Conole","year":"2004","unstructured":"Conole, G., Dyke, M., Oliver, M., Seale, J.: Mapping pedagogy and tools for effective learning design. Comput. Educ. 43(1\u20132), 17\u201333 (2004). https:\/\/doi.org\/10.1016\/j.compedu.2003.12.018","journal-title":"Comput. Educ."},{"key":"31_CR13","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-981-13-5898-2_1","volume-title":"Repositioning Pedagogical Content Knowledge in Teachers\u2019 Knowledge for Teaching Science","author":"KKH Chan","year":"2019","unstructured":"Chan, K.K.H., Hume, A.: Towards a consensus model: literature review of how science teachers\u2019 pedagogical content knowledge is investigated in empirical studies. In: Hume, A., Cooper, R., Borowski, A. (eds.) Repositioning Pedagogical Content Knowledge in Teachers\u2019 Knowledge for Teaching Science, pp. 3\u201376. Springer, Singapore (2019). https:\/\/doi.org\/10.1007\/978-981-13-5898-2_1"},{"issue":"3","key":"31_CR14","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1080\/02671522.2019.1677757","volume":"36","author":"T Cremin","year":"2021","unstructured":"Cremin, T., Chappell, K.: Creative pedagogies: a systematic review. Res. Pap. Educ. 36(3), 299\u2013331 (2021). https:\/\/doi.org\/10.1080\/02671522.2019.1677757","journal-title":"Res. Pap. Educ."},{"issue":"4","key":"31_CR15","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1108\/OHI-11-2020-0158","volume":"46","author":"AR Khan","year":"2021","unstructured":"Khan, A.R., Thilagam, N.L.: The confluence approach\u2013a theoretical proposition for effective structuring of architecture studio pedagogy in e-learning mode. Open House Int. 46(4), 510\u2013527 (2021). https:\/\/doi.org\/10.1108\/OHI-11-2020-0158","journal-title":"Open House Int."},{"issue":"1","key":"31_CR16","doi-asserted-by":"publisher","first-page":"41","DOI":"10.15415\/cs.2015.31004","volume":"3","author":"P Prakash","year":"2015","unstructured":"Prakash, P.: Critical learning and reflective practice through studio-based learning in planning and architecture education. Creat. Space 3(1), 41\u201354 (2015). https:\/\/doi.org\/10.15415\/cs.2015.31004","journal-title":"Creat. Space"},{"issue":"1","key":"31_CR17","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1057\/udi.2011.18","volume":"17","author":"J Torres","year":"2012","unstructured":"Torres, J.: Participation as a pedagogy of complexity: lessons from two design projects with children. Urban Des. Int. 17(1), 62\u201375 (2012). https:\/\/doi.org\/10.1057\/udi.2011.18","journal-title":"Urban Des. Int."},{"key":"31_CR18","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.tate.2016.04.009","volume":"58","author":"C Girvan","year":"2016","unstructured":"Girvan, C., Conneely, C., Tangney, B.: Extending experiential learning in teacher professional development. Teach. Teach. Educ. 58, 129\u2013139 (2016). https:\/\/doi.org\/10.1016\/j.tate.2016.04.009","journal-title":"Teach. Teach. Educ."},{"issue":"2","key":"31_CR19","doi-asserted-by":"publisher","first-page":"5","DOI":"10.7771\/1541-5015.1253","volume":"5","author":"K Cennamo","year":"2011","unstructured":"Cennamo, K., et al.: Managing the complexity of design problems through studio-based learning. Interdiscip. J. Probl.-Based Learn. 5(2), 5 (2011). https:\/\/doi.org\/10.7771\/1541-5015.1253","journal-title":"Interdiscip. J. Probl.-Based Learn."},{"issue":"2","key":"31_CR20","doi-asserted-by":"publisher","first-page":"162","DOI":"10.26687\/archnet-ijar.v12i2.1584","volume":"12","author":"C Alalouch","year":"2018","unstructured":"Alalouch, C.: A pedagogical approach to integrate parametric thinking in early design studios. Archnet-IJAR Int. J. Archit. Res. 12(2), 162 (2018). https:\/\/doi.org\/10.26687\/archnet-ijar.v12i2.1584","journal-title":"Archnet-IJAR Int. J. Archit. Res."},{"issue":"2","key":"31_CR21","doi-asserted-by":"publisher","first-page":"74","DOI":"10.2478\/mgrsd-2025-0018","volume":"29","author":"T Bradecki","year":"2025","unstructured":"Bradecki, T., et al.: Promoting sustainable development of contemporary housing estates. Gamification as an incentive methodology to support urban design. Miscellanea Geogr. Reg. Stud. Dev. 29(2), 74\u201380 (2025). https:\/\/doi.org\/10.2478\/mgrsd-2025-0018","journal-title":"Miscellanea Geogr. Reg. Stud. Dev."},{"key":"31_CR22","first-page":"249","volume-title":"International Conference on Computational Science and its Applications","author":"A Poplin","year":"2025","unstructured":"Poplin, A., et al.: Emotions Geogame: developing a game for mapping emotions and evaluating places. In: International Conference on Computational Science and its Applications, pp. 249\u2013259. Cham, Springer Nature Switzerland (2025)"},{"issue":"1","key":"31_CR23","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1007\/s10798-020-09594-x","volume":"32","author":"D Karada\u011f","year":"2022","unstructured":"Karada\u011f, D., Tuker, C.: A proposal for a computational design and ecology based approach to architectural design studio. Int. J. Technol. Des. Educ. 32(1), 507\u2013532 (2022). https:\/\/doi.org\/10.1007\/s10798-020-09594-x","journal-title":"Int. J. Technol. Des. Educ."},{"key":"31_CR24","doi-asserted-by":"publisher","DOI":"10.1016\/j.landusepol.2025.107639","volume":"157","author":"AA Mohamed","year":"2025","unstructured":"Mohamed, A.A.: Using BERTopic modelling to map the evolution of space syntax research. Land Use Policy 157, 107639 (2025). https:\/\/doi.org\/10.1016\/j.landusepol.2025.107639","journal-title":"Land Use Policy"},{"issue":"1","key":"31_CR25","first-page":"201","volume":"16","author":"C Garau","year":"2023","unstructured":"Garau, C., Annunziata, A., Yamu, C., D'Orlando, D., Giuman, M.: Investigating the socio-spatial logic of historic urban areas through space syntax: a comparative analysis of the Roman towns Cosa, Nora, Timgad and Thuburbo Majus. TEMA 16(1), 201\u2013219 (2023)","journal-title":"TEMA"},{"issue":"6","key":"31_CR26","doi-asserted-by":"publisher","first-page":"3394","DOI":"10.3390\/su13063394","volume":"13","author":"C Yamu","year":"2021","unstructured":"Yamu, C., Van Nes, A., Garau, C.: Bill Hillier\u2019s legacy: space syntax-a synopsis of basic concepts, measures, and empirical application. Sustainability 13(6), 3394 (2021)","journal-title":"Sustainability"},{"key":"31_CR27","first-page":"338","volume-title":"International Conference on Computational Science and its Applications","author":"A Russo","year":"2022","unstructured":"Russo, A., et al.: Accessibility and mobility in the small mountain municipality of zafferana etnea (Sicily): coupling of walkability assessment and space syntax. In: International Conference on Computational Science and its Applications, pp. 338\u2013352. Springer International Publishing, Cham (2022)"},{"key":"31_CR28","first-page":"383","volume-title":"International Conference on Computational Science and its Applications","author":"LJ Marinelli","year":"2023","unstructured":"Marinelli, L.J., et al.: Accessibility and polarities of pedestrian network in university campuses. A space syntax application. In: International Conference on Computational Science and its Applications, pp. 383\u2013400. Springer Nature Switzerland, Cham (2023)"},{"key":"31_CR29","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1007\/978-3-031-97660-5_16","volume-title":"Computational Science and its Applications \u2013 ICCSA 2025 Workshops. LNCS","author":"C Garau","year":"2025","unstructured":"Garau, C., Dastoum, M., Fancello, G.: Developing a methodological framework to assess social equity in regional spaces through the lens of space syntax. In: Gervasi, O., et al. (eds.) Computational Science and its Applications \u2013 ICCSA 2025 Workshops. LNCS, vol. 15897, pp. 215\u2013230. Springer, Cham (2025). https:\/\/doi.org\/10.1007\/978-3-031-97660-5_16"},{"issue":"11","key":"31_CR30","doi-asserted-by":"publisher","first-page":"457","DOI":"10.3390\/urbansci9110457","volume":"9","author":"K Karimi","year":"2025","unstructured":"Karimi, K., Zhand, S., Simons, G., Abdeldayem, W.S., Charalambous, N., Giraud, I.: Framing evidence-based design and planning: an analytical, multi-scalar and iterative framework for Urban Design and planning. Urban Sci. 9(11), 457 (2025). https:\/\/doi.org\/10.3390\/urbansci9110457","journal-title":"Urban Sci."},{"key":"31_CR31","volume-title":"Space Is the Machine: a Configurational Theory of Architecture","author":"B Hillier","year":"2007","unstructured":"Hillier, B.: Space Is the Machine: a Configurational Theory of Architecture. Space Syntax, London (2007)"},{"key":"31_CR32","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511597237","volume-title":"The Social Logic of Space","author":"B Hillier","year":"1984","unstructured":"Hillier, B., Hanson, J.: The Social Logic of Space. Cambridge University Press, Cambridge (1984). https:\/\/doi.org\/10.1017\/CBO9780511597237"},{"issue":"1","key":"31_CR33","doi-asserted-by":"publisher","first-page":"32241","DOI":"10.1038\/s41598-025-16569-2","volume":"15","author":"C Garau","year":"2025","unstructured":"Garau, C., Askarizad, R., Pinna, F.: Urban governance to support adaptable solutions for conversion of residual street spaces into social spaces. Sci. Rep. 15(1), 32241 (2025). https:\/\/doi.org\/10.1038\/s41598-025-16569-2","journal-title":"Sci. Rep."},{"key":"31_CR34","doi-asserted-by":"publisher","first-page":"274","DOI":"10.4324\/9781032692562-25","volume-title":"Teaching Carbon Neutral Design in North America","author":"T Dogan","year":"2025","unstructured":"Dogan, T., Yang, Y.: Computational urban design: a simulation and data-driven approach to designing a sustainable built environment. In: Teaching Carbon Neutral Design in North America, pp. 274\u2013290. Routledge, London (2025)"},{"issue":"4","key":"31_CR35","doi-asserted-by":"publisher","first-page":"2350","DOI":"10.1177\/0739456X231162842","volume":"44","author":"J Van Ameijde","year":"2024","unstructured":"Van Ameijde, J., Cheng, S., Wang, H.: Integrating urban analytics into postgraduate urban design pedagogy: a mixed-methods teaching approach to addressing urban liveability. J. Plan. Educ. Res. 44(4), 2350\u20132363 (2024). https:\/\/doi.org\/10.1177\/0739456X231162842","journal-title":"J. Plan. Educ. Res."},{"issue":"2","key":"31_CR36","doi-asserted-by":"publisher","first-page":"59","DOI":"10.7480\/footprint.8.2.812","volume":"8","author":"MU Hensel","year":"2014","unstructured":"Hensel, M.U., S\u00f8rensen, S.S.: Intersecting knowledge fields and integrating data-driven computational design en route to performance-oriented and intensely local architectures. Foot 8(2), 59\u201374 (2014). https:\/\/doi.org\/10.7480\/footprint.8.2.812","journal-title":"Foot"},{"key":"31_CR37","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.destud.2020.01.001","volume":"68","author":"NC Brown","year":"2020","unstructured":"Brown, N.C.: Design performance and designer preference in an interactive, data-driven conceptual building design scenario. Des. Stud. 68, 1\u201333 (2020). https:\/\/doi.org\/10.1016\/j.destud.2020.01.001","journal-title":"Des. Stud."},{"key":"31_CR38","doi-asserted-by":"publisher","first-page":"663","DOI":"10.1007\/s00004-025-00826-y","volume":"27","author":"B Zhang","year":"2025","unstructured":"Zhang, B., Mo, Y., Li, B.: Web-based computational design tools for architectural design studio: enhancing pedagogical framework. Nexus Netw. J. 27, 663\u2013680 (2025). https:\/\/doi.org\/10.1007\/s00004-025-00826-y","journal-title":"Nexus Netw. J."}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2026 Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-30533-6_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T04:22:05Z","timestamp":1782793325000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-30533-6_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,1]]},"ISBN":["9783032305329","9783032305336"],"references-count":38,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-30533-6_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,1]]},"assertion":[{"value":"1 July 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Braga","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iccsa.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}