{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T17:09:51Z","timestamp":1755796191117,"version":"3.40.3"},"publisher-location":"Cham","reference-count":46,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030601164"},{"type":"electronic","value":"9783030601171"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","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\/978-3-030-60117-1_35","type":"book-chapter","created":{"date-parts":[[2020,10,16]],"date-time":"2020-10-16T12:02:43Z","timestamp":1602849763000},"page":"477-494","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["V-Dream: Immersive Exploration of Generative Design Solution Space"],"prefix":"10.1007","author":[{"given":"Mohammad","family":"Keshavarzi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ardavan","family":"Bidgoli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hans","family":"Kellner","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,10,17]]},"reference":[{"key":"35_CR1","doi-asserted-by":"crossref","unstructured":"Abbasi-Asl, R., Keshavarzi, M., Chan, D.Y.: Brain-computer interface in virtual reality. In: 2019 9th International IEEE\/EMBS Conference on Neural Engineering (NER), pp. 1220\u20131224. IEEE (2019)","DOI":"10.1109\/NER.2019.8717158"},{"issue":"1","key":"35_CR2","doi-asserted-by":"publisher","first-page":"363","DOI":"10.1016\/j.jcp.2003.09.032","volume":"194","author":"G Allaire","year":"2004","unstructured":"Allaire, G., Jouve, F., Toader, A.M.: Structural optimization using sensitivity analysis and a level-set method. J. Comput. Phys. 194(1), 363\u2013393 (2004)","journal-title":"J. Comput. Phys."},{"key":"35_CR3","doi-asserted-by":"crossref","unstructured":"Arnowitz, E., Morse, C., Greenberg, D.P.: vspline: Physical design and the perception of scale in virtual reality (2017)","DOI":"10.52842\/conf.acadia.2017.110"},{"key":"35_CR4","unstructured":"Autodesk: Project Dreamcatcher|Autodesk Research. https:\/\/autodeskresearch.com\/projects\/dreamcatcher"},{"key":"35_CR5","unstructured":"Autodesk: Project Sugarhill|Autodesk. https:\/\/blogs.autodesk.com\/design-studio\/2020\/06\/02\/project-sugarhill-technical-preview-6\/"},{"key":"35_CR6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-05086-6","volume-title":"Topology Optimization: Theory, Methods, and Applications","author":"MP Bendsoe","year":"2013","unstructured":"Bendsoe, M.P., Sigmund, O.: Topology Optimization: Theory, Methods, and Applications. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-662-05086-6"},{"key":"35_CR7","doi-asserted-by":"publisher","first-page":"2913","DOI":"10.1016\/j.procs.2015.05.476","volume":"51","author":"M Berger","year":"2015","unstructured":"Berger, M., Cristie, V.: CFD post-processing in unity3D. Procedia Computer Science 51, 2913\u20132922 (2015)","journal-title":"Procedia Computer Science"},{"key":"35_CR8","doi-asserted-by":"crossref","unstructured":"Bidgoli, A., Veloso, P.: Deepcloud. The application of a data-driven, generative model in design. In: Recalibration: On imprecision and infidelity, Proceedings of the Association of Computer Aided Design in Architecture Conference, pp. 176\u2013185 (2019)","DOI":"10.52842\/conf.acadia.2018.176"},{"issue":"2","key":"35_CR9","first-page":"249","volume":"3","author":"L Caldas","year":"2019","unstructured":"Caldas, L., Keshavarzi, M.: Design immersion and virtual presence. Technol.| Arch.+ Des. 3(2), 249\u2013251 (2019)","journal-title":"Technol.| Arch.+ Des."},{"key":"35_CR10","doi-asserted-by":"crossref","unstructured":"Chandler, T., et al.: Immersive analytics. In: 2015 Big Data Visual Analytics (BDVA), pp. 1\u20138. IEEE (2015)","DOI":"10.1109\/BDVA.2015.7314296"},{"key":"35_CR11","unstructured":"Chaszar, A., Von Buelow, P., Turrin, M.: Multivariate interactive visualization of data in generative design. In: Symposium on Simulation for Architecture and Urban Design, SimAUD, London (2016)"},{"key":"35_CR12","doi-asserted-by":"crossref","unstructured":"Cristie, V., Berger, M., Bus, P., Kumar, A., Klein, B.: Cityheat: visualizing cellular automata-based traffic heat in unity3D. In: SIGGRAPH Asia 2015 Visualization in High Performance Computing, p. 6. ACM (2015)","DOI":"10.1145\/2818517.2818527"},{"key":"35_CR13","doi-asserted-by":"crossref","unstructured":"Donalek, C., et al.: Immersive and collaborative data visualization using virtual reality platforms. In: 2014 IEEE International Conference on Big Data (Big Data), pp. 609\u2013614. IEEE (2014)","DOI":"10.1109\/BigData.2014.7004282"},{"key":"35_CR14","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1016\/j.apenergy.2015.04.090","volume":"154","author":"TM Echenagucia","year":"2015","unstructured":"Echenagucia, T.M., Capozzoli, A., Cascone, Y., Sassone, M.: The early design stage of a building envelope: multi-objective search through heating, cooling and lighting energy performance analysis. Appl. Energy 154, 577\u2013591 (2015)","journal-title":"Appl. Energy"},{"key":"35_CR15","doi-asserted-by":"crossref","unstructured":"Evans, M., Jacobs, P., Stuart-Moore, J.: Interface design for browsing faceted metadata. In: Proceedings of the 6th ACM\/IEEE-CS Joint Conference on Digital Libraries (JCDL\u201906), pp. 349\u2013349. IEEE (2006)","DOI":"10.1145\/1141753.1141844"},{"key":"35_CR16","unstructured":"Gravity Sketch: Gravity Sketch VR. https:\/\/www.gravitysketch.com\/"},{"key":"35_CR17","unstructured":"Greenwald, S.W., Corning, W., Maes, P.: Multi-user framework for collaboration and co-creation in virtual reality. In: 12th International Conference on Computer Supported Collaborative Learning (2017)"},{"key":"35_CR18","doi-asserted-by":"publisher","unstructured":"Hambli, R., Chamekh, A., Bel, H., Salah, H.: Real-time deformation of structure using finite element and neural networks in virtual reality applications. Finite Elem. Anal. Des. 42, 985\u2013991 (2006). https:\/\/doi.org\/10.1016\/j.finel.2006.03.008, www.elsevier.com\/locate\/finel","DOI":"10.1016\/j.finel.2006.03.008"},{"key":"35_CR19","unstructured":"Hearst, M.A.: UIs for faceted navigation: recent advances and remaining open problems. In: HCIR 2008: Proceedings of the Second Workshop on Human-Computer Interaction and Information Retrieval, pp. 13\u201317 (2008)"},{"key":"35_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1007\/3-540-61723-X_966","volume-title":"Parallel Problem Solving from Nature \u2014 PPSN IV","author":"M Herdy","year":"1996","unstructured":"Herdy, M.: Evolution strategies with subjective selection. In: Voigt, H.-M., Ebeling, W., Rechenberg, I., Schwefel, H.-P. (eds.) PPSN 1996. LNCS, vol. 1141, pp. 22\u201331. Springer, Heidelberg (1996). https:\/\/doi.org\/10.1007\/3-540-61723-X_966"},{"key":"35_CR21","doi-asserted-by":"crossref","unstructured":"Hsu, T.W., et al.: Design and initial evaluation of a VR based immersive and interactive architectural design discussion system. In: 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), pp. 363\u2013371. IEEE (2020)","DOI":"10.1109\/VR46266.2020.1581231362069"},{"issue":"6","key":"35_CR22","first-page":"167","volume":"31","author":"QX Huang","year":"2012","unstructured":"Huang, Q.X., Zhang, G.X., Gao, L., Hu, S.M., Butscher, A., Guibas, L.: An optimization approach for extracting and encoding consistent maps in a shape collection. ACM Trans. Graph. (TOG) 31(6), 167 (2012)","journal-title":"ACM Trans. Graph. (TOG)"},{"key":"35_CR23","unstructured":"Innes, D., Moleta, T., Schnabel, M.: Virtual inhabitation and creation: a comparative study of interactive 1: 1 modelling as a design method. In: Conference: DADA 2017 International Conference on Digital Architecture:\u201cDigital Culture\" (2017)"},{"key":"35_CR24","doi-asserted-by":"publisher","unstructured":"Jolliffe, I.T.: Principal components in regression analysis. In: Principal component analysis, pp. 129\u2013155. Springer, Heidelberg (1986). https:\/\/doi.org\/10.1007\/978-1-4757-1904-8_8","DOI":"10.1007\/978-1-4757-1904-8_8"},{"key":"35_CR25","unstructured":"Keshavarzi, M., Caldas, L., Santos, L.: Radvr: a 6 DoF virtual reality daylighting analysis tool (2019). arXiv preprint arXiv:1907.01652"},{"key":"35_CR26","unstructured":"Keshavarzi, M., Wu, M., Chin, M.N., Chin, R.N., Yang, A.Y.: Affordance analysis of virtual and augmented reality mediated communication (2019). arXiv preprint arXiv:1904.04723"},{"issue":"1","key":"35_CR27","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1109\/tvcg.2015.2467615","volume":"22","author":"H Kim","year":"2016","unstructured":"Kim, H., Choo, J., Park, H., Endert, A.: InterAxis: steering scatterplot axes via observation-level interaction. IEEE Trans. Visual. Comput. Graph. 22(1), 131\u2013140 (2016). https:\/\/doi.org\/10.1109\/tvcg.2015.2467615","journal-title":"IEEE Trans. Visual. Comput. Graph."},{"key":"35_CR28","doi-asserted-by":"crossref","unstructured":"Koren, J., Zhang, Y., Liu, X.: Personalized interactive faceted search. In: Proceedings of the 17th International Conference on World Wide Web, pp. 477\u2013486 (2008)","DOI":"10.1145\/1367497.1367562"},{"key":"35_CR29","doi-asserted-by":"crossref","unstructured":"Koyama, Y., Sakamoto, D., Igarashi, T.: Crowd-powered parameter analysis for visual design exploration. In: Proceedings of the 27th annual ACM symposium on User Interface Software and Technology, pp. 65\u201374. ACM (2014)","DOI":"10.1145\/2642918.2647386"},{"key":"35_CR30","doi-asserted-by":"crossref","unstructured":"Kunert, A., Weissker, T., Froehlich, B., Kulik, A.: Multi-window 3D interaction for collaborative virtual reality. IEEE Trans. Visual. Comput. Graph. (2019)","DOI":"10.1109\/TVCG.2019.2914677"},{"issue":"Nov","key":"35_CR31","first-page":"2579","volume":"9","author":"LVD Maaten","year":"2008","unstructured":"Maaten, L.V.D., Hinton, G.: Visualizing data using t-sne. J. Mach. Learn. Res. 9(Nov), 2579\u20132605 (2008)","journal-title":"J. Mach. Learn. Res."},{"issue":"1","key":"35_CR32","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/j.autcon.2004.08.001","volume":"14","author":"AM Malkawi","year":"2005","unstructured":"Malkawi, A.M., Srinivasan, R.S.: A new paradigm for human-building interaction: the use of CFD and augmented reality. Autom. Constr. 14(1), 71\u201384 (2005)","journal-title":"Autom. Constr."},{"key":"35_CR33","doi-asserted-by":"crossref","unstructured":"Matejka, J., Glueck, M., Bradner, E., Hashemi, A., Grossman, T., Fitzmaurice, G.: Dream lens: exploration and visualization of large-scale generative design datasets. In: Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, p. 369. ACM (2018)","DOI":"10.1145\/3173574.3173943"},{"key":"35_CR34","unstructured":"McCormack, J., Dorin, A., Innocent, T., et al.: Generative design: a paradigm for design research. In: Proceedings of Futureground, Design Research Society, Melbourne (2004)"},{"issue":"3","key":"35_CR35","first-page":"17","volume":"5","author":"D Meignan","year":"2015","unstructured":"Meignan, D., Knust, S., Frayret, J.M., Pesant, G., Gaud, N.: A review and taxonomy of interactive optimization methods in operations research. ACM Trans. Interact. Intell. Syst. (TiiS) 5(3), 17 (2015)","journal-title":"ACM Trans. Interact. Intell. Syst. (TiiS)"},{"key":"35_CR36","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1016\/j.autcon.2015.02.011","volume":"52","author":"CT Mueller","year":"2015","unstructured":"Mueller, C.T., Ochsendorf, J.A.: Combining structural performance and designer preferences in evolutionary design space exploration. Autom. Constr. 52, 70\u201382 (2015)","journal-title":"Autom. Constr."},{"key":"35_CR37","doi-asserted-by":"crossref","unstructured":"Nytsch-Geusen, C., Ayubi, T., M\u00f6ckel, J., R\u00e4dler, J., Thorade, M.: Buildingsystems vr - a new approach for immersive and interactive building energy simulation (2016)","DOI":"10.26868\/25222708.2017.162"},{"issue":"1","key":"35_CR38","first-page":"1","volume":"6","author":"R Oxman","year":"2008","unstructured":"Oxman, R.: Performance-based design: current practices and research issues. Int. J. Arch. Comput. 6(1), 1\u201317 (2008)","journal-title":"Int. J. Arch. Comput."},{"key":"35_CR39","doi-asserted-by":"publisher","first-page":"292","DOI":"10.1016\/j.autcon.2017.09.016","volume":"84","author":"D Paes","year":"2017","unstructured":"Paes, D., Arantes, E., Irizarry, J.: Immersive environment for improving the understanding of architectural 3D models: comparing user spatial perception between immersive and traditional virtual reality systems. Autom. Constr. 84, 292\u2013303 (2017)","journal-title":"Autom. Constr."},{"key":"35_CR40","doi-asserted-by":"crossref","unstructured":"Rysanek, A., Miller, C., Schlueter, A.: A workflow for managing building information and performance data using virtual reality: an alternative to BIM for existing buildings? (2017)","DOI":"10.26868\/25222708.2017.817"},{"issue":"4","key":"35_CR41","first-page":"435","volume":"1","author":"MA Schnabel","year":"2003","unstructured":"Schnabel, M.A., Kvan, T.: Spatial understanding in immersive virtual environments. Int. J. Arch. Comput. 1(4), 435\u2013448 (2003)","journal-title":"Int. J. Arch. Comput."},{"key":"35_CR42","doi-asserted-by":"crossref","unstructured":"Scott, S.D., Lesh, N., Klau, G.W.: Investigating human-computer optimization. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 155\u2013162. ACM (2002)","DOI":"10.1145\/503376.503405"},{"issue":"2","key":"35_CR43","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1016\/j.autcon.2004.07.002","volume":"14","author":"K Shea","year":"2005","unstructured":"Shea, K., Aish, R., Gourtovaia, M.: Towards integrated performance-driven generative design tools. Autom. Constr. 14(2), 253\u2013264 (2005)","journal-title":"Autom. Constr."},{"issue":"2","key":"35_CR44","doi-asserted-by":"publisher","first-page":"332","DOI":"10.3390\/s19020332","volume":"19","author":"T Sobral","year":"2019","unstructured":"Sobral, T., Galv\u00e3o, T., Borges, J.: Visualization of urban mobility data from intelligent transportation systems. Sensors 19(2), 332 (2019)","journal-title":"Sensors"},{"issue":"4","key":"35_CR45","doi-asserted-by":"publisher","first-page":"656","DOI":"10.1016\/j.aei.2011.07.009","volume":"25","author":"M Turrin","year":"2011","unstructured":"Turrin, M., Von Buelow, P., Stouffs, R.: Design explorations of performance driven geometry in architectural design using parametric modeling and genetic algorithms. Adv. Eng. Inf. 25(4), 656\u2013675 (2011)","journal-title":"Adv. Eng. Inf."},{"issue":"4","key":"35_CR46","first-page":"271","volume":"53","author":"P Von Buelow","year":"2012","unstructured":"Von Buelow, P.: Paragen: performative exploration of generative systems. J. Int. Assoc. Shell Spat. Struct. 53(4), 271\u2013284 (2012)","journal-title":"J. Int. Assoc. Shell Spat. Struct."}],"container-title":["Lecture Notes in Computer Science","HCI International 2020 - Late Breaking Papers: Multimodality and Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-60117-1_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,15]],"date-time":"2024-10-15T23:07:56Z","timestamp":1729033676000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-60117-1_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030601164","9783030601171"],"references-count":46,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-60117-1_35","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"17 October 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Copenhagen","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Denmark","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2020.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}