{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T20:39:55Z","timestamp":1742935195411,"version":"3.40.3"},"publisher-location":"Cham","reference-count":40,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319920511"},{"type":"electronic","value":"9783319920528"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-92052-8_33","type":"book-chapter","created":{"date-parts":[[2018,6,5]],"date-time":"2018-06-05T17:30:41Z","timestamp":1528219841000},"page":"421-436","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Applying an Implicit Recommender System in the Preparation of Visits to Cultural Heritage Places"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4803-7964","authenticated-orcid":false,"given":"Pedro J. S.","family":"Cardoso","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7272-2000","authenticated-orcid":false,"given":"Pedro","family":"Guerreiro","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4203-1679","authenticated-orcid":false,"given":"J\u00e2nio","family":"Monteiro","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3562-6025","authenticated-orcid":false,"given":"Jo\u00e3o M. F.","family":"Rodrigues","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,6,6]]},"reference":[{"key":"33_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29659-3","volume-title":"Recommender Systems","author":"CC Aggarwal","year":"2016","unstructured":"Aggarwal, C.C.: Recommender Systems. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-29659-3"},{"key":"33_CR2","volume-title":"Machine Learning: The New AI","author":"E Alpaydin","year":"2016","unstructured":"Alpaydin, E.: Machine Learning: The New AI. The MIT press, Cambridge (2016)"},{"issue":"6","key":"33_CR3","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1109\/MSP.2017.2743240","volume":"34","author":"K Arulkumaran","year":"2017","unstructured":"Arulkumaran, K., Deisenroth, M.P., Brundage, M., Bharath, A.A.: Deep reinforcement learning: a brief survey. IEEE Sig. Process. Mag. 34(6), 26\u201338 (2017)","journal-title":"IEEE Sig. Process. Mag."},{"key":"33_CR4","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1007\/978-3-319-23201-0_48","volume-title":"New Trends in Databases and Information Systems","author":"I Benouaret","year":"2015","unstructured":"Benouaret, I., Lenne, D.: Combining semantic and collaborative recommendations to generate personalized museum tours. In: Morzy, T., Valduriez, P., Bellatreche, L. (eds.) ADBIS 2015. CCIS, vol. 539, pp. 477\u2013487. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-23201-0_48"},{"key":"33_CR5","doi-asserted-by":"crossref","unstructured":"Brijs, T., Swinnen, G., Vanhoof, K., Wets, G.: Using association rules for product assortment decisions: a case study. In: Knowledge Discovery and Data Mining, pp. 254\u2013260 (1999)","DOI":"10.1145\/312129.312241"},{"key":"33_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1007\/978-3-319-58706-6_24","volume-title":"Universal Access in Human\u2013Computer Interaction. Design and Development Approaches and Methods","author":"PJS Cardoso","year":"2017","unstructured":"Cardoso, P.J.S., Rodrigues, J.M.F., Pereira, J.A.R., Sardo, J.D.P.: An object visit recommender supported in multiple visitors and museums. In: Antona, M., Stephanidis, C. (eds.) UAHCI 2017. LNCS, vol. 10277, pp. 301\u2013312. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-58706-6_24"},{"key":"33_CR7","unstructured":"CHESS: CHESS - cultural heritage experiences through socio-personal interactions and storytelling (2017). http:\/\/www.chessexperience.eu\/"},{"key":"33_CR8","unstructured":"Collobert, R., Kavukcuoglu, K., Farabet, C.: Torch7: A matlab-like environment for machine learning. In: BigLearn, NIPS Workshop (2011)"},{"key":"33_CR9","first-page":"801","volume":"14","author":"RR Curtin","year":"2013","unstructured":"Curtin, R.R., Cline, J.R., Slagle, N.P., March, W.B., Ram, P., Mehta, N.A., Gray, A.G.: MLPACK: a scalable C++ machine learning library. J. Mach. Learn. Res. 14, 801\u2013805 (2013)","journal-title":"J. Mach. Learn. Res."},{"key":"33_CR10","volume-title":"The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World","author":"P Domingos","year":"2015","unstructured":"Domingos, P.: The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World. Basic Books, New York (2015)"},{"key":"33_CR11","volume-title":"Identity and the Museum Visitor Experience","author":"JH Falk","year":"2009","unstructured":"Falk, J.H.: Identity and the Museum Visitor Experience. Left Coast Press Inc, Walnut Creek (2009)"},{"key":"33_CR12","volume-title":"The Museum Experience Revisited","author":"JH Falk","year":"2016","unstructured":"Falk, J.H., Dierking, L.D.: The Museum Experience Revisited. Left Coast Press Inc, Walnut Creek (2016)"},{"issue":"6","key":"33_CR13","doi-asserted-by":"publisher","first-page":"7683","DOI":"10.1016\/j.eswa.2010.12.143","volume":"38","author":"I Garcia","year":"2011","unstructured":"Garcia, I., Sebastia, L., Onaindia, E.: On the design of individual and group recommender systems for tourism. Expert Syst. Appl. 38(6), 7683\u20137692 (2011)","journal-title":"Expert Syst. Appl."},{"key":"33_CR14","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1016\/j.jnca.2013.04.006","volume":"39","author":"D Gavalas","year":"2014","unstructured":"Gavalas, D., Konstantopoulos, C., Mastakas, K., Pantziou, G.: Mobile recommender systems in tourism. J. Netw. Comput. Appl. 39, 319\u2013333 (2014)","journal-title":"J. Netw. Comput. Appl."},{"issue":"4","key":"33_CR15","doi-asserted-by":"publisher","first-page":"13:1","DOI":"10.1145\/2843948","volume":"6","author":"CA Gomez-Uribe","year":"2015","unstructured":"Gomez-Uribe, C.A., Hunt, N.: The netflix recommender system: algorithms, business value, and innovation. ACM Trans. Manage. Inf. Syst. 6(4), 13:1\u201313:19 (2015)","journal-title":"ACM Trans. Manage. Inf. Syst."},{"key":"33_CR16","doi-asserted-by":"crossref","unstructured":"Hu, Y., Koren, Y., Volinsky, C.: Collaborative filtering for implicit feedback datasets. In: 2008 Eighth IEEE International Conference on Data Mining, ICDM 2008, pp. 263\u2013272. IEEE (2008)","DOI":"10.1109\/ICDM.2008.22"},{"key":"33_CR17","doi-asserted-by":"crossref","unstructured":"Jannach, D., Felfernig, A., Zanker, M., Friedrich, G.: Recommender Systems. Cambridge University Pr (2010)","DOI":"10.1017\/CBO9780511763113"},{"key":"33_CR18","unstructured":"Knime: Knime (2017). https:\/\/www.knime.com\/. Accessed 14th Dec 2017"},{"key":"33_CR19","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1109\/MC.2009.263","volume":"8","author":"Y Koren","year":"2009","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. Computer 8, 30\u201337 (2009)","journal-title":"Computer"},{"key":"33_CR20","unstructured":"Lohr, S. (2009). Netflix awards $1 million prize and starts a new contest. New York Times, 21"},{"issue":"1","key":"33_CR21","first-page":"1235","volume":"17","author":"X Meng","year":"2016","unstructured":"Meng, X., Bradley, J., Yavuz, B., Sparks, E., Venkataraman, S., Liu, D., Freeman, J., Tsai, D., Amde, M., Owen, S., Xin, D., Xin, R., Franklin, M.J., Zadeh, R., Zaharia, M., Talwalkar, A.: MLlib: machine learning in apache spark. J. Mach. Learn. Res. 17(1), 1235\u20131241 (2016)","journal-title":"J. Mach. Learn. Res."},{"key":"33_CR22","unstructured":"Microsoft: Azure ML Studio (2017). https:\/\/studio.azureml.net. Accessed 14th Dec 2017"},{"key":"33_CR23","unstructured":"MLJAR: MLJAR (2017). https:\/\/mljar.com\/. Accessed 14th Dec 2017"},{"key":"33_CR24","volume-title":"Introduction to Machine Learning with Python: A Guide for Data Scientists","author":"AC M\u00fcller","year":"2016","unstructured":"M\u00fcller, A.C., Guido, S.: Introduction to Machine Learning with Python: A Guide for Data Scientists. O\u2019Reilly Media, Sebastopol (2016)"},{"key":"33_CR25","unstructured":"Orange: Orange (2017). https:\/\/orange.biolab.si\/. Accessed 14th Dec 2017"},{"key":"33_CR26","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., Duchesnay, E.: Scikit-learn: machine learning in Python. J. Mach. Learn. Res. 12, 2825\u20132830 (2011)","journal-title":"J. Mach. Learn. Res."},{"issue":"5","key":"33_CR27","first-page":"265","volume":"14","author":"R Rao","year":"2016","unstructured":"Rao, R., Rao, M.: A survey on recommender system. Int. J. Comput. Sci. Inf. Secur. 14(5), 265\u2013271 (2016)","journal-title":"Int. J. Comput. Sci. Inf. Secur."},{"key":"33_CR28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7637-6","volume-title":"Recommender Systems Handbook","year":"2015","unstructured":"Ricci, F., Rokach, L., Shapira, B. (eds.): Recommender Systems Handbook. Springer, Boston (2015). https:\/\/doi.org\/10.1007\/978-1-4899-7637-6"},{"key":"33_CR29","unstructured":"Robot, O.D.: Moma collection - automatic monthly update (2016)"},{"key":"33_CR30","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1007\/978-3-319-58706-6_35","volume-title":"Universal Access in Human\u2013Computer Interaction. Design and Development Approaches and Methods","author":"JMF Rodrigues","year":"2017","unstructured":"Rodrigues, J.M.F., Pereira, J.A.R., Sardo, J.D.P., de Freitas, M.A.G., Cardoso, P.J.S., Gomes, M., Bica, P.: Adaptive card design UI implementation for an augmented reality museum application. In: Antona, M., Stephanidis, C. (eds.) UAHCI 2017. LNCS, vol. 10277, pp. 433\u2013443. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-58706-6_35"},{"key":"33_CR31","unstructured":"Route Perfect: Route perfect (2017). https:\/\/www.routeperfect.com\/. Accessed 29th June 2016"},{"key":"33_CR32","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/978-3-319-70272-8_26","volume-title":"INCREaSE","author":"JDP Sardo","year":"2018","unstructured":"Sardo, J.D.P., Semi\u00e3o, J., Monteiro, J.M., Pereira, J.A.R., de Freitas, M.A.G., Esteves, E., Rodrigues, J.M.F.: Portable device for touch, taste and smell sensations in augmented reality experiences. In: Mortal, A., An\u00edbal, J., Monteiro, J., Sequeira, C., Semi\u00e3o, J., Moreira da Silva, M., Oliveira, M. (eds.) INCREaSE 2017, pp. 305\u2013320. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-70272-8_26"},{"key":"33_CR33","unstructured":"Sonnenburg, S., Strathmann, H., Lisitsyn, S., Gal, V., Garc\u00eda, F.J.I., Lin, W., De, S., Zhang, C., Frx, T., Andreev, E., JonasBehr, S., Mazumdar, P., Widmer, C., Zora, P.D., Toni, G.D., Mahindre, S., Kislay, A., Hughes, K., Votyakov, R., Khalednasr, Sharma, S., Novik, A., Panda, A., Anagnostopoulos, E., Pang, L., Binder, A., Serialhex, Esser, B.: Shogun-toolbox\/shogun: Shogun 6.1.0 (2017)"},{"key":"33_CR34","unstructured":"TensorFlow: TensorFlow (2018). https:\/\/www.tensorflow.org. Accessed 14th Jan 2018"},{"key":"33_CR35","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1007\/978-3-642-13486-9_4","volume-title":"The Semantic Web: Research and Applications","author":"WR van Hage","year":"2010","unstructured":"van Hage, W.R., Stash, N., Wang, Y., Aroyo, L.: Finding your way through the Rijksmuseum with an adaptive mobile museum guide. In: Aroyo, L., Antoniou, G., Hyv\u00f6nen, E., ten Teije, A., Stuckenschmidt, H., Cabral, L., Tudorache, T. (eds.) ESWC 2010. LNCS, vol. 6088, pp. 46\u201359. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-13486-9_4"},{"key":"33_CR36","unstructured":"VELES: VELES (2018). https:\/\/velesnet.ml. Accessed 14th Jan 2018"},{"issue":"4","key":"33_CR37","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1109\/TLT.2012.11","volume":"5","author":"K Verbert","year":"2012","unstructured":"Verbert, K., Manouselis, N., Ochoa, X., Wolpers, M., Drachsler, H., Bosnic, I., Duval, E.: Context-aware recommender systems for learning: a survey and future challenges. IEEE Trans. Learn. Technol. 5(4), 318\u2013335 (2012)","journal-title":"IEEE Trans. Learn. Technol."},{"key":"33_CR38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7091-1142-0_27","volume-title":"Information and Communication Technologies in Tourism 2012","author":"D Wang","year":"2012","unstructured":"Wang, D., Xiang, Z.: The new landscape of travel: a comprehensive analysis of smartphone apps. In: Fuchs, M., Ricci, F., Cantoni, L. (eds.) Information and Communication Technologies in Tourism 2012. Springer, Vienna (2012). https:\/\/doi.org\/10.1007\/978-3-7091-1142-0_27"},{"key":"33_CR39","unstructured":"WEKA: WEKA: Waikato Environment for Knowledge Analysis (2017).https:\/\/www.cs.waikato.ac.nz\/ml\/weka\/. Accessed 14th Dec 2017"},{"key":"33_CR40","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1007\/978-3-540-68880-8_32","volume-title":"Algorithmic Aspects in Information and Management","author":"Y Zhou","year":"2008","unstructured":"Zhou, Y., Wilkinson, D., Schreiber, R., Pan, R.: Large-scale parallel collaborative filtering for the netflix prize. In: Fleischer, R., Xu, J. (eds.) AAIM 2008. LNCS, vol. 5034, pp. 337\u2013348. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-68880-8_32"}],"container-title":["Lecture Notes in Computer Science","Universal Access in Human-Computer Interaction. Virtual, Augmented, and Intelligent Environments"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-92052-8_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,7]],"date-time":"2022-07-07T00:57:34Z","timestamp":1657155454000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-92052-8_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319920511","9783319920528"],"references-count":40,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-92052-8_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"6 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"UAHCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Universal Access in Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Las Vegas, NV","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 July 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 July 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"uahci2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2018.hci.international\/uahci","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}