Journal Articles 2020(1 publication) [publication]Andrade, R. and Alves, A. and Bento, C. , "POI Mining for Land Use Classification: A Case Study", ISPRS International Journal of Geo-Information, vol. 9, pp. 1-23, 2020 2019(1 publication) [publication]Mungthanya, W. and Phithakkitnukoon, S. and Demissie, M. and Marco Veloso and Kattan, L. and Bento, C. and Ratti, C. , "Constructing Time-Dependent Origin-Destination Matrices with Adaptive Zoning Scheme and Measuring Their Similarities with Taxi Trajectory Data", IEEE Open Access Journal, vol. 7, pp. 77723-77737, 2019 2017(1 publication) [publication]Bento, C. and Demissie, M.G. , "Inferring social influence in transport mode choice using mobile phone data", EPJ Data Science, vol. 6, 2017 2016(2 publications) [publication]Demissie, M.G. and Phithakkitnukoon, S. and Sukhvibul, T. and Francisco Antunes and Gomes, R. and Bento, C. , "Inferring Passenger Travel Demand to Improve Urban Mobility in Developing Countries Using Cell Phone Data: A Case Study of Senegal", IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016 [publication]Foell, S. and Phithakkitnukoon, S. and Marco Veloso and Kortuem, G. and Bento, C. , "Regularity of Public Transport Usage: A case study of bus rides in Lisbon, Portugal", Journal of Public Transportation, 2016 2015(3 publications) [publication]Demissie, M.G. and Correia, G. and Bento, C. , "Analysis of the pattern and intensity of urban activities through aggregate cellphone usage", Transportmetrica A: Transport Science, vol. 11, pp. 502-524, 2015 [publication]Demissie, M.G. and Phithakkitnukoon, S. and Sukhvibul, T. and Francisco Antunes and Gomes, R. and Bento, C. , "Inferring Passenger Travel Demand to Improve Urban Mobility in Developing Countries Using Cell-phone Data: A case study of Senegal", Transactions on Intelligent Transportation Systems, 2015 [publication]Foell, S. and Kortuem, G. and Phithakkitnukoon, S. and Marco Veloso and Bento, C. , "Predictability of Public Transport Usage: A Study of Bus Rides in Lisbon, Portugal", IEEE Transactions on Intelligent Transportation Systems, vol. 16, pp. 2955-2960, 2015 2013(2 publications) [publication]Demissie, M.G. and Correia, G. and Bento, C. , " Intelligent road traffic status detection system through cellular networks handover information: An exploratory study", Transportation Research Part C Emerging Technologies , pp. 76-78, 2013 [citation][year=2015]J Wang, V Raghavan, XF Song, Estimating Traffic Speed using Cellular Phone Data., International Journal of …, 2015 [citation][year=2015]F Yang, Z Yao, PJ Jin, D Yang, Performance Evaluation of Handoff-Based Cellular Traffic Monitoring Systems Using Combined Wireless and Traffic Simulation Platform, Journal of Intelligent …, 2015 [citation][year=2015]MG Demissie, G Correia, C Bento, Analysis of the pattern and intensity of urban activities through aggregate cellphone usage, Transportmetrica A: Transport …, 2015 [citation][year=2015]å»?ç??è¾?ï¼? å?¨æ?¶, å?ºäº?äº?-æ?¯æ?å?é?æ?ºç??é?路交é??æ?¥æ?¤é¢?警模å??, ????, 2015 [citation][year=2014]MS Iqbal, CF Choudhury, P Wangâ?¦, Development of originâ??destination matrices using mobile phone call data, … Research Part C: …, 2014 [citation][year=2014]Q Yuan, Z Liu, J Li, J Zhang, F Yang, A traffic congestion detection and information dissemination scheme for urban expressways using vehicular networks, Transportation Research Part C: …, 2014 [citation][year=2014]MG Demissie, Combining datasets from multiple sources for urban and transportation planning: emphasis on cellular network data, Publication/NA, 2014 [publication]Demissie, M.G. and Correia, G. and Bento, C. , "Exploring cellular network handover information for urban mobility analysis", Journal of Transport Geography, 2013 [citation][year=2015]MG Demissie, G Correia, C Bento, Analysis of the pattern and intensity of urban activities through aggregate cellphone usage, Transportmetrica A: Transport …, 2015 [citation][year=2015]B Walker, A Lindgren, Deriving Cellular Network Structure from Inferred Handovers in a Cellular Association Trace, Proceedings of the 6th International Workshop on …, 2015 [citation][year=2015]S Tao, Investigating the travel behaviour dynamics of Bus Rapid Transit passengers, Publication/NA, 2015 [citation][year=2015]JBSO de Andrade, JMP Ribeiro, F Fernandezâ?¦, The adoption of strategies for sustainable cities: a comparative study between Newcastle and Florianópolis focused on urban mobility, Journal of Cleaner …, 2015 [citation][year=2014]H Dong, X Ding, M Wu, Y Shi, L Jiaâ?¦, Urban traffic commuting analysis based on mobile phone data, … Systems (ITSC), 2014 …, 2014 [citation][year=2014]MG Demissie, Combining datasets from multiple sources for urban and transportation planning: emphasis on cellular network data, Publication/NA, 2014 2009(1 publication) [publication]Alves, A. and Antunes, B. and Pereira, F.C. and Bento, C. , "Semantic Enrichment of Places: Ontology Learning from the Web", International Journal of Knowledge-Based & Intelligent Engineering Systems, vol. 13, pp. 19-30, 2009 [citation][year=2018]Burov, Y., Pasichnyk, A., & Katrenko, V. (2018). Building an ontology for system analysis. ECONTECHMOD: An International Quarterly Journal on Economics of Technology and Modelling Processes, 7. [citation][year=2017]Shimizu, C., & Cheatham, M. 2017. An Ontology Design Pattern for Microblog Entries. http://dase.cs.wright.edu/sites/default/files/paper_0.pdf [citation][year=2017]Casanova, M. A. (2017). Enriching and analyzing Semantic Trajectories with Linked Open Data (Doctoral dissertation, PUC-Rio). [citation][year=2017]Kavouras, Marinos, Margarita Kokla, and Eleni Tomai. "Semantic enrichment of user-generated educational scenarios with spatial concepts and entities. 2017. http://geosem.ntua.gr/images/Semantic-enrichment-of-user-generated-educational-scenarios-with-spatial-concepts-and-entities.pdf [citation][year=2016]Livia Ruback, Marco Antonio Casanova, Alessandra Raffaetà, Chiara Renso, and Vania Vidal. 2016. Enriching Mobility Data with Linked Open Data. In Proceedings of the 20th International Database Engineering & Applications Symposium (IDEAS '16), Evan Desai (Ed.). ACM, New York, NY, USA, 173-182. DOI: https://doi.org/10.1145/2938503.2938550 [citation][year=2015]Liviu Teodor Popescu, Pramod Lakshmi Narasimha, Aliasgar Mumtaz Husain. "Navigation system with point of interest classification mechanism and method of operation thereof ". PATENT US9026480. May 2015. [citation][year=2014]Burov, Eugene. "Complex ontology management using task models." International Journal of Knowledge-Based and Intelligent Engineering Systems 18.2 (2014): 111-120. [citation][year=2012]Steven Van Canneyt, Steven Schockaert, Olivier Van Laere and Bart Dhoedt "Using Social Media to Find Places of Interest: A Case Study in London". In Procs. of the First ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information 2012 [citation][year=2012]Pundt, Hardy. "Semantically Enriched POI as Ontological Foundation for Web-Based and Mobile Spatial Applications." Universal Ontology of Geographic Space: Semantic Enrichment for Spatial Data. IGI Global, 2012. 186-206. Web. 8 Feb. 2017. doi:10.4018/978-1-4666-0327-1.ch008 [citation][year=2012]Bakillah, Mohamed, and Mir Abolfazl Mostafavi. "Toward an Architecture for Enhancing Semantic Interoperability Based on Enrichment of Geospatial Data Semantics." Universal Ontology of Geographic Space: Semantic Enrichment for Spatial Data. IGI Global, 2012. 53-72. [citation][year=2012]Hwamin SohnIdentified author, Byoungsuk JiIdentified author, Kiyun YuIdentified. "Method for Extract Geographic Information from Non-geotagged Web Documents". The Korean Society For Geospatial Information System Journal. 2012.5, 131-132 (2 pages) [citation][year=2012]Nguyen, T. T. S. Semantic-enhanced web-page recommender systems. PhD Thesis. University of Technology, Sydney. Faculty of Engineering and Information Technology, 2012. [citation][year=2011]Ozdikis, O., Orhan, F., and Danismaz, F. Ontology-based recommendation for points of interest retrieved from multiple data sources. In Proceedings of the International Workshop on Semantic Web Information Management (SWIM ’11). ACM, New York, NY, USA, , Article 1, 6 pages. [citation][year=2011]Ferrari, L., and M. Mamei. Identifying and Understanding Urban Sport Areas using Nokia Sports Tracker. The First Workshop on Pervasive Urban Applications (PURBA) in conjunction with the 9th International Conference on Pervasive Computing in San Francisco, CA, USA on June 12-15, 2011. 2007(1 publication) [publication]Nuno Gil Fonseca and Bento, C. , "Keystroke Disambiguation on Reduced Keyboards Supported on a User Model", Mediterranean Journal of Computers and Networks, 2007 2006(2 publications) [publication]Paulo Gomes and Bento, C. and Pereira, F.C. and Seco, N. and Ferreira, J.L. and Ferreira, J.L. and Carreiro, P. and Paiva, P. , "The importance of retrieval in creative design analogies", Knowledge Based Systems, vol. 19, pp. 480-488, 2006 [citation][year=2013]Hung, E. C., & Choy, C. S. (2013). Conceptual Recombination: A method for producing exploratory and transformational creativity in creative works. Knowledge-Based Systems, 53, 1-12. [citation][year=2012]Diarmuid P. O’Donoghue and Mark T. Keane. A Creative Analogy Machine: Results and Challenges. In Procs. of Third International Joint Conference on Computational Creativity. Dublin, 2012. [citation][year=2012]Lingling Meng1, Junzhong Gu2 and Zili Zhou. "A New Model of Information Content Based on Concept’s Topology for Measuring Semantic Similarity in WordNet1". International Journal of Grid and Distributed Computing Vol. 5, No. 3, September, 2012 [citation][year=2012]Ohsawa, Yukio, and Yoko Nishihara. "Theories for Innovative Thought and Communication." Innovators' Marketplace (2012): 59-76. [citation][year=2011]Feda Salah and Hassan Abdalla. "A knowledge-based system for enhancing conceptual design". Int. J. Computer Applications in Technology, Vol. 40, Nos. 1/2, 2011 [citation][year=2011]Yang, Cheng Jung, and Jahau Lewis Chen. "Accelerating preliminary eco-innovation design for products that integrates case-based reasoning and TRIZ method." Journal of Cleaner Production 19.9 (2011): 998-1006. [citation][year=2011]Zhu, Zhiqiang, et al. "Literature review on the creativity of CBR applications." Artificial Intelligence Review (2011): 1-12. [citation][year=2011]Zhu, Zhiqiang, Sev Nagalingam, and Hung-Yao Hsu. "TOWARD A CREATIVE PROBLEM-SOLVING METHODOLOGY WITH KNOWLEDGE PROVISION." Applied Artificial Intelligence 25.9 (2011): 836-881. [citation][year=2011]Park, Wei-Jin, and Doo-Hwan Bae. "A two-stage framework for UML specification matching." Information and Software Technology 53.3 (2011): 230-244. [citation][year=2009]Ronnie Fagundes de Brito. "REFLEXÿES SOBRE O CONCEITO DE CRIATIVIDADE: sua relação com a biologia do conhecer". Ciências & Cognição 2009; Vol 14 (3): 204-213 [citation][year=2009] Nakamura J, Ohsawa. A shift of mind - Introducing a concept creation model. INFORMATION SCIENCES. 2009 [citation][year=2008]Mougenot, Céline (2008) Modélisation de la phase d"exploration du processus de conception de produits, pour une créativité augmentée. Doctorat Génie industriel, Laboratoire Conception de Produits et Innovation, LCPI (Design & Innovation Lab). ParisTec. 2008 [citation][year=2008]Nakamura J, Ohsawa Y. "Insight or trial and error: Ambiguous items as clue for discovering new concepts in constrained environments". 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, SEP 03-05, 2008. [publication]Bento, C. and Amilcar Cardoso , "Creative Systems (Guest Editorial for the Special Issue)", Knowledge-Based Systems, vol. 19, pp. 447-448, 2006 [citation][year=2011]An experimental ant colony approach for the geolocation of verbal route descriptions D Brosset, C Claramunt - Knowledge-Based Systems, 2011 - Elsevier This paper introduces an experimental cooperative and stochastic algorithm for the [citation][year=2011]An experimental ant colony approach for the geolocation of verbal route descriptions D Brosset, C Claramunt - Knowledge-Based Systems, 2011 - Elsevier This paper introduces an experimental cooperative and stochastic algorithm for the [citation][year=2011]Brosset, D., Claramunt, C.,"An experimental ant colony approach for the geolocation of verbal route descriptions",2011,"Knowledge-Based Systems",24,4,,484,491,,1,"http://www.scopus.com/inward/record.url?eid=2-s2.0-79952438495&partnerID=40&md5=c34847f70554c6fe6fa88d9f59eb92b1",Article,Scopus 2005(1 publication) [publication]Paulo Gomes and Pereira, F.C. and Paiva, P. and Carreiro, P. and Ferreira, J.L. and Ferreira, J.L. and Bento, C. , "Rebuilder: a case-based reasoning approach to knowledge management in software design", International Journal of Engineering Intelligent Systems for Electrical Engineering & Communications, vol. 13, 2005 [citation][year=2009]Fahmi, S. A. and Choi, H. 2009. A study on software component selection methods. In Proceedings of the 11th international Conference on Advanced Communication Technology - Volume 1 (Gangwon-Do, South Korea, February 15 - 18, 2009). IEEE Press, Piscataway, NJ, 288-292. [citation][year=2008]J. Liang & Z. H. Jiang & Y. S. Zhao & K. M. Wang, "The acquisition and application of similarity knowledge based on consultation in engineering product design". Int J Adv Manuf Technol (2008) 37:1"14 2004(2 publications) [publication]Bento, C. and Amilcar Cardoso , "Studying Creativity in AI", KI - Zeitschrift Kunstliche Intelligenz, vol. 2004, pp. 45-46, 2004 [citation][year=2005]Daniel Perez, Susana Fernandez and Daniel Borrajo. "Automatic Generation of Literary Texts: Greek Mythology". Proceedings of the second joint workshop on Computational Creativity (CC05). Edinburgh. 2005. [publication]Paulo Gomes and Pereira, F.C. and Paiva, P. and Seco, N. and Carreiro, P. and Ferreira, J.L. and Ferreira, J.L. and Bento, C. , "Using WordNet for case-based retrieval of UML models", AI Communications, vol. 1, 2004 [citation][year=2011]Karina Robles, Anabel Fraga, Jorge Morato, Juan Llorens, Towards an ontology-based retrieval of UML Class Diagrams, Information and Software Technology, Volume 54, Issue 1, January 2012, Pages 72-86, ISSN 0950-5849, 10.1016/j.infsof.2011.07.003. [citation][year=2011]Belhajjame, K., & Brambilla, M. (2011). Ontological Description and Similarity-Based Discovery of Business Process Models. International Journal of Information System Modeling and Design (IJISMD), 2(2), 47-66. doi:10.4018/jismd.2011040103 [citation][year=2010]ZHANG Chenghong, CHEN Langtao, ZHANG Cheng, HUANG Lihua, "Capability Model for Case-Based Reasoning in Collaborative Commerce Environment", TSINGHUA SCIENCE AND TECHNOLOGY, 2005 Vol.10 No.z1 P.790-796. [citation][year=2010]Ma WM, Cooper K, Chung L. "Matching effectiveness and OTS model richness". 6th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing/1st ACIS International Workshop on Self-Assembling Wireless Networks, MAY 23-25, 2005 [citation][year=2010]Cooper K, Chung L, Ma WM. "Evaluating off-the-shelf architectural components". International Conference on Software Engineering Research and Practice (SERP 05), JUN 27-29, 2005. [citation][year=2010]German Vazquez, J. Andres Diaz Pace, Marcelo Campo, Reusing design experiences to materialize software architectures into object-oriented designs, Information Sciences, In Press, Corrected Proof, Available online 20 March 2010, ISSN 0020-0255, DOI: 10.1016/j.ins.2010.03.013. [citation][year=2010]Searching Repositories of Web Application Models Alessandro Bozzon, Marco Brambilla and Piero Fraternali. WEB ENGINEERING Lecture Notes in Computer Science, 2010, Volume 6189/2010, 1-15, DOI: 10.1007/978-3-642-13911-6_1 [citation][year=2008]Katharina Wolter, Thorsten Krebs and Lothar Hotz. A Combined Similarity Measure for Determining Similarity of Model-based and Descriptive Requirements. Artificial Intelligence Techniques in Software Engineering,AISEW 2008, (ECAI 2008 Workshop). Patras, Greece [citation][year=2008]Katharina Wolter, Thorsten Krebs and Lothar Hotz. Determining Similarity of Model-based and Descriptive Requirements by Combining Different Similarity Measures. In Model Reuse Strategies - Can requirements drive reuse of software models? Proceedings of 2nd International Workshop MoRSe 2008,Beijing, China, May 2008 ISBN: 978-3-8167-7607-9 Fraunhofer IRB Verlag [citation][year=2008]Daniel Lucrédio, Renata P. de M. Fortes and Jon Whittle. \"MOOGLE: A Model Search Engine\". Model Driven Engineering Languages and Systems. LNCS. Springer. ISBN: 978-3-540-87874-2. 2008 [citation][year=2007]Tomé, P., Amaral, L. e Costa, E., (2007). A Framework that Enables the Use Of Experience in Conceptual Modelling, MCIS\'07, Veneza, Itália; [citation][year=2006]Chung, L., Ma, W., Cooper, K. "Requirements elicitation through model-driven evaluation of software components". Proceedings - Fifth International Conference on Commercial-off-the-Shelf (COTS)-Based Software Systems 2006, art. no. 1595762, pp. 187-196 [citation][year=2005]ZHANG Chenghong, CHEN Langtao, ZHANG Cheng, HUANG Lihua, "Capability Model for Case-Based Reasoning in Collaborative Commerce Environment", TSINGHUA SCIENCE AND TECHNOLOGY, 2005 Vol.10 No.z1 P.790-796. [citation][year=2005]Ma, W., Cooper, K., Chung, L. "Matching effectiveness and OTS model richness". Proceedings - Sixth Int. Conf. on Softw. Eng., Artificial Intelligence, Netw. and Parallel/Distributed Computing and First ACIS Int. Workshop on Self-Assembling Wireless Netw., SNPD/SAWN 2005 2005, art. no. 1434863, pp. 26-31 [citation][year=2005]Cooper K, Chung L, Ma WM. "Evaluating off-the-shelf architectural components". International Conference on Software Engineering Research and Practice (SERP 05), JUN 27-29, 2005. [citation][year=2004]Paulo Tomé, PhD Thesis, "Modelo de desenvolvimento de arquitecturas de sistemas de informação", 2004 2002(1 publication) [publication]Amilcar Cardoso and Bento, C. and Penousal Machado and Pereira, F.C. , "Darwin and creationism reconciled: When computers should surprise us", i3 magazine, pp. 20-25, 2002 [citation][year=2005]— N. A. L. Seco. Computational models of similarity in lexical ontologies. Master’s thesis, Computer Science Department, Faculty of Science. University College Dublin, 2005 2001(1 publication) [publication]Paulo Gomes and Bento, C. , "A Case Similarity Metric for Software Reuse and Design", AIEDAM special issue on Topological Representation and Reasoning in Design and Manufacturing, vol. Jan, 2001 [citation][year=2010]"Reusability Evaluation Model for Procedure Based Software Systems". Sonia Manhas, Rajeev Vashisht, Parvinder S. Sandhu and Nirvair Neeru. International Journal of Computer and Electrical Engineering, Vol.2, No.6, December, 2010. 1793-8163 1998(1 publication) [publication]Paulo Gomes and Bento, C. and Gago, P. , "Learning to Verify Design Solutions from Failure Knowledge", AIEDAM - Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 12, pp. 107-115, 1998 Conference Articles 2020(1 publication) [publication]Pires, J. and Aldina, . and Marco Veloso and Phithakkitnukoon, S. and Bento, C. , "Inferring Commuting Routes and Transportation Modes from Call Detail Records", in Proceedings of 8th Transport Research Arena (TRA 2020), 2020 2019(5 publications) [publication]Andrade, R. and Alves, A. and Bento, C. , "Exploring different combinations of data and methods for urban land use analysis: a survey", in Workshop on Ambient Intelligence for promoting Sustainable Behaviors (BRAINS). Part of the 15th European Conference on Ambient Intelligence, 2019 [publication]Andrade, R. and Alves, A. and Bento, C. , "An overview of different data types and methods for urban land use analysis", in Poster Session at the 15th European Conference on Ambient Intelligence, 2019 [publication]Bento, C. and Paulo Rupino da Cunha and Barata, J. , "Cultivating Sociomaterial Transformations in Agriculture 4.0: The Case of Precision Viticulture", in Twenty-fifth Americas Conference on Information Systems (AMCIS), 2019 [publication]Pires, J. and Aldina, . and Marco Veloso and Bento, C. , "How the Quality of Call Detail Records Influences the Detection of Commuting Patterns", in 19th EPIA Conference on Artificial Intelligence (EPIA 2019), 2019 [publication]Aldina, . and Pires, J. and Marco Veloso and Phithakkitnukoon, S. and Bento, C. , "How the quality of call detail records influences the detection of commuting trips", in EPIA Conference on Artificial Intelligence 2019, 2019 2017(1 publication) [publication]Gomes, R. and Demissie, M.G. and Francisco Antunes and Bento, C. and Alves, A. and Aguiar, A. , "URBY.SENSE - Urban mobility analysis and prediction for non-routine scenarios using digital footprints", in GET2017 - 14. Encontro Annual do Grupo de Estudos em Transportes, 2017 2016(4 publications) [publication]Phithakkitnukoon, S. and Marco Veloso and Bento, C. , "Visualization Tool for Taxi Usage Analysis: A case study of Lisbon, Portugal", in Fifth International Workshop on Pervasive Urban Applications (PURBA) in conjunction with ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), 2016 [publication]Marco Veloso and Phithakkitnukoon, S. and Bento, C. , "Mining Taxi Data for Describing City in the Context of Mobility, Sociality, and Environment: Lessons Learned", in 19th IEEE Intelligent Transportation Systems Conference (ITSC 2016), 2016 [publication]Marco Veloso and Phithakkitnukoon, S. and Bento, C. , "Inferring Exhaust Gases Levels using Taxi Service and Meteorological Data: An Experiment in the City of Porto, Portugal", in 19th IEEE Intelligent Transportation Systems Conference (ITSC 2016), 2016 [publication]Demissie, M.G. and Phithakkitnukoon, S. and Sukhvibul, T. and Francisco Antunes and Bento, C. , "Inferring Origin-Destination Flows Using Mobile Phone Data: A Case Study of Senegal", in Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2016 13th International Conference on, 2016 2015(3 publications) [publication]Lopes, D. and Gomes, R. and Bento, C. , "An Intelligent Bike Sharing Prediction System", in 18th Euro Working Group on Transportation, EWGT 2015, 14-16 July 2015, Delft, The Netherlands, 2015 [publication]Silva, P. and Francisco Antunes and Gomes, R. and Bento, C. , "Demand Modelling for Responsive Transport systems using digital footprints", in EPIA 2015 - 17th Portuguese Conference on Artificial Intelligence, 2015 [publication]Phithakkitnukoon, S. and Marco Veloso and Bento, C. , "A Tool for Exploratory Visualization of Bus Mobility and Ridership: A case study of Lisbon, Portugal", in Fourth International Workshop on Pervasive Urban Applications (PURBA) in conjunction with ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), 2015 2014(5 publications) [publication]Foell, S. and Phithakkitnukoon, S. and Kortuem, G. and Marco Veloso and Bento, C. , "Catch Me If You Can: Predicting Mobility Patterns of Public Transport Users", in 17th IEEE Intelligent Transportation Systems Conference, 2014 [citation][year=2016]Inferring passenger travel demand to improve urban mobility in developing countries using cell phone data: A case study of Senegal MG Demissie, S Phithakkitnukoon, 2016 [citation][year=2016]Transit Origin-Destination Estimation M Hickman, 2016 [citation][year=2016]Forecasting dynamic public transport Origin-Destination matrices with long-Short term Memory recurrent neural networks F Toqué, E Côme, MK El Mahrsi, 2016 [citation][year=2016]Shortcut suggestion based on collaborative user feedback for suitable wheelchair route planning R Minetto, NP Kozievitch, RD da Silva, 2016 [citation][year=2016]Modeling Transport Accessibility with Open Data: Case Study of St. Petersburg AA Lantseva, SV Ivanov, 2016 [publication]Demissie, M.G. and Correia, G. and Bento, C. , " Extracting urban activities through aggregate cellphone usage", in 17th EURO working group on transportation meeting, 2014 [publication]Demissie, M.G. and Correia, G. and Bento, C. , "Extracting urban activities through aggregate cellphone usage", in 17th EURO working group on transportation meeting, Seville, Spain, July 2 to 4, 2014, 2014 [publication]Demissie, M.G. and Correia, G. and Bento, C. , "Application of datasets from multiple sources for urban and transportation planning: emphasis on cellular network data", in Poster presented at the 4th MIT Portugal Program Conference, Coimbra, Portugal, June 27, 2014. , 2014 [publication]Demissie, M.G. and Correia, G. and Bento, C. , "Urban sensing using cellphone data", in 11th Annual Transports Study Group Conference, Covilha, Portugal, January 6 to 7, 2014., 2014 2013(9 publications) [publication]Henriques, N. and Bento, C. , "Integration of GPS Traces and Digital Elevation Maps for Improving Bicycle Traffic Simulation Behavior", in Transportation Research Board 92nd Annual Meeting 2013, 2013 [publication]Marco Veloso and Bento, C. and Phithakkitnukoon, S. , "Exploring Relationship Between Taxi Volume and Flue Gases’ Concentrations", in Third International Workshop on Pervasive Urban Applications (PURBA) in conjunction with ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013 [publication]Bhattacharya, S. and Phithakkitnukoon, S. and Nurmi, P. and Klami, A. and Marco Veloso and Bento, C. , "Predicting Bus Ridership", in Third International Workshop on Pervasive Urban Applications (PURBA) in conjunction with ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013 [publication]Foell, S. and Kortuem, G. and Rawassizadeh, R. and Phithakkitnukoon, S. and Marco Veloso and Bento, C. , "Mining Temporal Patterns of Transport Behaviour for Predicting Future Transport Usage", in Third International Workshop on Pervasive Urban Applications (PURBA) in conjunction with ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013 [citation][year=2016]Inferring passenger travel demand to improve urban mobility in developing countries using cell phone data: A case study of Senegal MG Demissie, S Phithakkitnukoon, 2016 [citation][year=2016]Transit Origin-Destination Estimation M Hickman, 2016 [citation][year=2016]Mining Ticketing Logs for Usage Characterization with Nonnegative Matrix Factorization P Gallinari, 2016 [citation][year=2016]Smart card in public transportation: Designing a analysis system at the human scale E Tonnelier, N Baskiotis, V Guigue, 2016 [citation][year=2016]Análisis y predicción del comportamiento de la operación de transporte de carga automotor usando técnicas de minería de datos JC Estevez Cardenas, 2016 [citation][year=2013]Informing the design of future transport information services with travel behaviour data S Foell, R Rawassizadeh, G Kortuem - … of the 2013 ACM conference on …, 2013 - dl.acm.org Abstract In order to increase the attractiveness of public transport systems, information [citation][year=2013]Informing the design of future transport information services with travel behaviour data S Foell, R Rawassizadeh, G Kortuem, 2013 [publication]Polisciuc, E. and Alves, A. and Bento, C. and Penousal Machado , "Visualizing urban mobility", in Special Interest Group on Computer Graphics and Interactive Techniques Conference, SIGGRAPH ’13, Anaheim, CA, USA, July 21-25, 2013, Poster Proceedings, page 115. 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In 2011, for example, [citation][year=2013]Analysis of Travel Time Patterns in Urban Using Taxi GPS Data M Gao, T Zhu, X Wan, Q Wang - Green Computing and …, 2013 - ieeexplore.ieee.org Accurate travel time information can help people plan travel schedule and improve work [citation][year=2013]PDF] Predicting Globally and Locally: A Comparison of Methods for Vehicle Trajectory Prediction W Groves, E Nunes, M Gini - Workshop on Ubiquitous Data Mining, 2013 - ceur-ws.org Abstract We propose eigen-based and Markov-based methods to explore the global and [citation][year=2012]Real Time Anomalous Trajectory Detection and Analysis L Sun, D Zhang, C Chen, PS Castro, S Li [citation][year=2012]Mining the semantics of origin-destination flows using taxi traces W Zhang, S Li, G Pan - Proceedings of the 2012 ACM Conference on …, 2012 - dl.acm.org Abstract Origin-destination (OD) flows reflect both human activity and urban dynamic in a [citation][year=2012]Smarter outlier detection and deeper understanding of large-scale taxi trip records: a case study of NYC J Zhang - Proceedings of the ACM SIGKDD International …, 2012 - dl.acm.org Abstract Outlier detection in large-scale taxi trip records has imposed significant technical [citation][year=2012]From taxi GPS traces to social and community dynamics: a survey PS Castro, D Zhang, C Chen, S Li, G Pan - ACM Computing Surveys ( …, 2013 - dl.acm.org Abstract Vehicles equipped with GPS localizers are an important sensory device for [citation][year=2012]Enabling pervasive applications by understanding individual and community behaviors L Sun - 2012 - theses.fr Résumé Les empreintes digitales recueillies par détection systèmes offrent de nouvelles [citation][year=2012][PDF] Doctor of Philosophy (PhD) Thesis Université Pierre & Marie Curie-TELECOM SudParis SUN Lin - 2012 - hal.inria.fr Abstract With the rapid advancement of sensing, computing, networking and storage, recent years have been witnessing a phenomenal growth of sensor-embedded mobile phones and [citation][year=2012][PDF] Characterizing Urban Dynamics Using Large Scale Taxicab Data X Qian, X Zhan, SV Ukkusuri - Transportation Research Record - assets.conferencespot.org In this paper, we analyze the data from New York City taxis and comprehensively 2 explore the underlying patterns of urban taxi trips. Though a number of studies have been 3 [citation][year=2012][PDF] A Conceptual Model for Representation of Taxi Trajectories BA Salvador - geoinfo.info Abstract. The large-scale capture of data about the motion of moving objects has enabled the development of geospatial tools to analyze and present the characteristics of these [citation][year=2012][PDF] Urban Mobility Dynamics Based on Flexible Discrete Region Partition L Wang, K Hu, T Ku, J Wu - downloads.hindawi.com Abstract: Understanding the urban mobility patterns is essential for the planning and management of public infrastructure and transportation services. In this paper we focus on [citation][year=2012]Nouvelles applications pervasives par la modélisation des comportements individuels et communautaires L Sun - 2012 - halshs.archives-ouvertes.fr Abstract With the rapid advancement of sensing, computing, networking and storage, recent years have been witnessing a phenomenal growth of sensor-embedded mobile phones and [publication]Marco Veloso and Bento, C. and Phithakkitnukoon, S. , "Exploratory Study of Urban Flow using Taxi Traces", in First Workshop on Pervasive Urban Applications (PURBA) in conjunction with the Ninth International Conference on Pervasive Computing, 2011 [citation][year=2016]Dynamic Estimation of Optimal Dispatching Locations for Taxi Services in Mega-Cities based on Detailed GPS Information L Dimitriou, E Kourti, C Christodoulou, V Gkania, 2016 [citation][year=2016]An Investigation of Intra-Urban Mobility Pattern of Taxi Passengers L Zhang, S Luo, H Xia , 2016 [citation][year=2016]The significance of digital data systems for smart city policy K Kourtit, P Nijkamp, J Steenbruggen, 2016 [citation][year=2013]From taxi GPS traces to social and community dynamics: a survey PS Castro, D Zhang, C Chen, S Li, G Pan - ACM Computing Surveys ( …, 2013 - dl.acm.org Abstract Vehicles equipped with GPS localizers are an important sensory device for examining people's movements and activities. Taxis equipped with GPS localizers serve the transportation needs of a large number of people driven by diverse needs; their traces can ... [citation][year=2013]Visual exploration of big spatio-temporal urban data: A study of new york city taxi trips N Ferreira, J Poco, HT Vo, J Freire… - … and Computer Graphics …, 2013 - ieeexplore.ieee.org Abstract—As increasing volumes of urban data are captured and become available, new opportunities arise for data-driven analysis that can lead to improvements in the lives of citizens through evidence-based decision making and policies. In this paper, we focus on ... [citation][year=2013]Yellow cabs as red corpuscles TH Savage, HT Vo - Big Data, 2013 IEEE International …, 2013 - ieeexplore.ieee.org Abstract—Data obtained from New York City's Taxi & Limousine Commission highlights the importance of yellow cabs in the city's transportation infrastructure. In 2011, for example, there were nearly 180 million cab rides. In this paper, we provide detailed visualizations of ... [citation][year=2013]Unraveling the origin of exponential law in intra-urban human mobility X Liang, J Zhao, L Dong, K Xu - arXiv preprint arXiv:1305.6364, 2013 - arxiv.org Abstract: The vast majority of travel takes place within cities. Recently, new data has become available which allows for the discovery of urban mobility patterns which differ from established results about long distance travel. Specifically, the latest evidence ... [citation][year=2012]The scaling of human mobility by taxis is exponential X Liang, X Zheng, W Lv, T Zhu, K Xu - Physica A: Statistical Mechanics and …, 2012 - Elsevier As a significant factor in urban planning, traffic forecasting and prediction of epidemics, modeling patterns of human mobility draws intensive attention from researchers for decades. [citation][year=2012]Mining the semantics of origin-destination flows using taxi traces W Zhang, S Li, G Pan - Proceedings of the 2012 ACM Conference on …, 2012 - dl.acm.org Abstract Origin-destination (OD) flows reflect both human activity and urban dynamic in a city. However, our understanding about their patterns remains limited. In this paper, we study the GPS traces of taxis in a city with several millions people, China and find that there are ... [citation][year=2012]To taxi or not to taxi?-enabling personalised and real-time transportation decisions for mobile users W Wu, WS Ng, S Krishnaswamy… - … (MDM), 2012 IEEE 13th …, 2012 - ieeexplore.ieee.org Abstract We demonstrate a system that monitors the taxi availability at taxi stands by mining real-time taxi trajectory data streams. The system includes a server-side trajectory data stream processing and mining program and a client-side mobile application for Android ... [citation][year=2012]Estimation of urban commuting patterns using cellphone network data V Frias-Martinez, C Soguero… - Proceedings of the ACM …, 2012 - dl.acm.org Abstract Commuting matrices are key for a variety of fields, including transportation engineering and urban planning. Up to now, these matrices have been typically generated from data obtained from surveys. Nevertheless, such approaches typically involve high ... [citation][year=2012]Modeling collective human mobility: Understanding exponential law of intra-urban movement X Liang, J Zhao, L Dong, K Xu - arXiv preprint arXiv:1212.6331, 2012 - arxiv.org Abstract: It is very important to understand urban mobility patterns because most trips are concentrated in urban areas. In the paper, a new model is proposed to model collective human mobility in urban areas. The model can be applied to predict individual flows not ... 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UCS 9(7): 627-641 (2003) [citation][year=2003]Markus Grabert and Derek Bridge, Case-Based Reuse of Software Examplets, WM2002,, Lucerne, Switzerland, April, 2003 2000(1 publication) [publication]Paulo Gomes and Bento, C. , "Learning User Preferences In Case-Based Software Reuse", 2000 [citation][year=2003]Markus Grabert, Derek G. Bridge: Case-Based Reuse of Software Examplets. J. UCS 9(7): 627-641 (2003) [citation][year=2003]Susan Craw: Introspective Learning to Build Case-Based Reasoning (CBR) Knowledge Containers. MLDM 2003: 1-6 [citation][year=2003]Markus Grabert and Derek Bridge, Case-Based Reuse of Software Examplets, WM2002,, Lucerne, Switzerland, April, 2003 [citation][year=2001]Susan Craw, Jacek Jarmulak, Ray Rowe: Maintaining Retrieval Knowledge in a Case-Base Reasoning System. Computational Intelligence 17(2): 346-363 (2001) 1999(2 publications) [publication]Paulo Gomes and Bento, C. , "Automatic Conversion of VHDL Programs into Cases", 1999 [citation][year=2003]Markus Grabert, Derek G. Bridge: Case-Based Reuse of Software Examplets. J. UCS 9(7): 627-641 (2003) [citation][year=2003]Markus Grabert and Derek Bridge, Case-Based Reuse of Software Examplets, WM2002,, Lucerne, Switzerland, April, 2003 [citation][year=2002]J. Little, C. Gebruers, D. Bridge, and E.C. Freuder. Capturing constraint programming experience: A case-based approach. In CP-02 Workshop on Reformulating Constraint Satisfaction Problems, 2002. [citation][year=2001]Stein Inge Morisbak, Bjørnar Tessem: Agents for Case-based Software Reuse. Applied Artificial Intelligence 15(3): 297-332 (2001) [publication]Paulo Gomes and Bento, C. , "Converting Programs into Cases for Software Reuse", 1999 1998(4 publications) [publication]Paulo Gomes and Bento, C. , "A Function for Novelty Evaluation in Design", 1998 [citation][year=2001]Saunders, R.: (2001) Curious Design Agents and Artificial Creativity, Ph.D. Thesis (Electronic Edition), Faculty of Architecture, The University of Sydney. [citation][year=2001]Andrés Gómez De Silva Garza and Mary Lou Maher , GENCAD: A hybrid analogical/evolutionary model of creative design, Computational and Cognitive Models of Creative Design V, 2001. [publication]Paulo Gomes and Bento, C. , "Experiments on a Memory Structure Supporting Creative Design", 1998 [publication]Paulo Gomes and Bento, C. , "Three Perspectives on the Role of Machine Learning in Design", 1998 [publication]Gago, P. and Bento, C. , "A Metric for Selection of the Most Promising Rules", 1998 [citation][year=2000]Brijs T., Vanhoof K., Wets G..- Reducing redundancy in characteristic rule discovery by using integer programming techniques.- In: Journal of intelligent data analysis, 4(2000), p. 229-240. [citation][year=2000]Yves Kodratoff. Comparing Machine Learning and Knowledge Discovery in DataBases : An Application to Knowledge Discovery in Texts. Text associated to a course delivered at the ECCAI summer course, Crete July 1999. Published by Springer-Verlag in the Lecture Notes on AI (LNAI) - Tutorials series, 2000. [citation][year=1999]R. Hilderman and H. Hamilton. Knowledge discovery and interestingness measures: A survey. Technical Report CS 99-04, Department of Computer Science, University of Regina, October 1999. 1997(4 publications) [publication]Paulo Gomes and Bento, C. , "A Case-Based Approach for Elaboration of Design Requirements", 1997 [citation][year=2002]Darlington M.J.; Culley S.J., " Current research in the engineering design requirement", Proceedings of the I MECH E Part B Journal of Engineering Manufacture, 1 March 2002, vol. 216, no. 3, pp. 375-388(14), Professional Engineering Publishing [citation][year=2001]Ramon Lopez de Mantaras, Case-Based Reasoning, Machine Learning and Its Applications : Advanced Lectures, Editors: G. Paliouras, V. Karkaletsis, C.D. Spyropoulos (Eds.), Springer, 2001 [publication]Paulo Gomes and Bento, C. , "A Retrieval Method for Exploration of a Case Memory", 1997 [publication]Paulo Gomes and Bento, C. , "A Retrieval Algorithm for Thematic Abstraction in Case Memory", 1997 [publication]Paulo Gomes and Bento, C. , "A Retrieval Method for Creative Case Composition", 1997 1996(1 publication) [publication]Paulo Gomes and Bento, C. and Gago, P. and Costa, E. , "Towards a Case-Based Model for Creative Processes", 1996 [citation][year=2004]Matjaz Gams, "Computational Analysis of Human Thinking Processes (Invited Paper)?, International Journal of Computational Cognition (http://www.YangSky.com/yangijcc.htm), Volume 2, Number 3, Pages 1"19, September 2004 [citation][year=1997]Denis Lalanne, George Melissargos and Pearl Pu, "Solving complex problems with computational and interfacing tools?, Swiss workshop on collaborative systems, Mai 1997, EPFL. 1995(1 publication) [publication]Bento, C. and Exposto, J. and Francisco, V. , "Empirical study of an evaluation function for cases imperfectly defined", in In Advances in case-based reasoning: second European workshop, EWCBR-94, J.-P. Haton, M. Keane, and M. Manago, Eds. Springer, Berlin, 1995, pp. (215--223)., 1995 [citation][year=1996]Gebhardt, F. (1996). Structure oriented case retrieval. Fourth German Workshop on Case-Based Reasoning: System Development and Evaluation (pp. 95--102). Technical Report, Humbold University, Informatik-Bericht Number 55. 1994(1 publication) [publication]Bento, C. and Costa, E. , "A Similarity Metric for Retrieval of Cases Imperfectly Explained", in Topics in Case-Based Reasoning - Selected Paper from the First European Workshop on Case-Based Reasoning, Kaiserslautern, Springer Verlag., 1994 [citation][year=1998]B. Lemaire, Models of High-dimensional Semantic Spaces, In Proceedings of the 4th International Workshop on MultiStrategy Learning (MSL'98), June 1998. [citation][year=1997]Ramon López de Mántaras, Enric Plaza, Case-Based Reasoning: An Overview, AI Communications, IOS Press. Vol. 10 : 1, pp. 21-29 (1997). [citation][year=1997]Ahmed Almonayyes, A multi-level Indexing Scheme for Retrieving Cases of Multiple Points of View, Fifth German Workshop on Case-Based Reasoning, 1997. [citation][year=1995]Seitz Uhrmacher, Cases versus Model Based Knowledge - An Application in the Area of Bone Healing, Fourth German Workshop on Case-Based Reasoning: System Development and Evaluation. [citation][year=1995]David Leake, "Case-Based Reasoning in context: The present and future", 1995. Edited Books 2006(1 publication) [publication]Bento, C. and Pereira, F.C. and Dias, J. , "Proceedings of the First Workshop on Location Based Services for Health Care (LOCARE06)", vol. 1, 2006 2003(1 publication) [publication]Bento, C. and Amilcar Cardoso and Gero, J. , "Proceedings of the 3rd Workshop on Creative Systems: Approaches to Creativity in AI and Cognitive Science", vol. 1, 2003 2002(1 publication) [publication]Bento, C. and Amilcar Cardoso and Wiggins, G. , "Proceedings of the 2nd Workshop on Creative Systems: Approaches to Creativity in AI and Cognitive Science", vol. 1, 2002 2001(1 publication) [publication]Bento, C. and Amilcar Cardoso , "Proceedings of the Workshop on Creative Systems: Approaches to Creativity in AI and Cognitive Science", vol. 1, 2001 Book Chapters 2010(1 publication) [publication]Bento, C. and Teixeira, J. , "Automatic Generation of Personal Maps", in Ambient Intelligence and Future Trends-International Symposium on Ambient Intelligence (ISAmI 2010) Advances in Intelligent and Soft Computing, vol. 72, pp. 213-216, 2010 2006(1 publication) [publication]Paulo Gomes and Seco, N. and Pereira, F.C. and Paiva, P. and Carreiro, P. and Ferreira, J.L. and Ferreira, J.L. and Bento, C. , "An Approach to Software Design Reuse Using Case-Based Reasoning and WordNet", in Integrated Intelligent Systems for Engineering Design, pp. 119-134, 2006 [citation][year=2013]Limongelli, C., Mosiello, G., Panzieri, S., Sciarrone, F., & Zoccoli, A. (2013, October). Design of a domain-independent training system based on a smart pedagogical agent. In Information Technology Based Higher Education and Training (ITHET), 2013 International Conference on (pp. 1-6). IEEE. PhD Theses 1996(1 publication) [publication]Bento, C. , "Raciocínio Baseado em Casos Descritos e Explicados de Modo Imperfeito", 1996 [citation][year=2004]Paulo Rogério Tomé. Modelo de Desenvolvimento de Arquitecturas de Sistemas de Informação. Tese de Doutoramento, Escola de Engenharia da Universidade do Minho, Guimarães, 2004. Tech Report 2016(1 publication) [publication]Marco Veloso and Phithakkitnukoon, S. and Bento, C. , "Analysis of Taxi Service and Exhaust Gases in Porto, Portugal", 2016 2014(1 publication) [publication]Marco Veloso and Bento, C. and Phithakkitnukoon, S. , "Taxi as a Probe for Environmental Changes in Urban Areas (Internal Technical Report)", 2014 2013(1 publication) [publication]Marco Veloso and Bento, C. and Phithakkitnukoon, S. , "Taxi Driver Assistant – A Proposal for a Recommendation System (Internal Technical Report)", 2013 2012(3 publications) [publication]Marco Veloso and Bento, C. and Phithakkitnukoon, S. , "Study of taxi demand and the use of GSM network (Internal Technical Report)", 2012 [publication]Marco Veloso and Bento, C. and Phithakkitnukoon, S. , "Impact of area type characterized by POIs to the taxi service (Internal Technical Report)", 2012 [publication]Marco Veloso and Bento, C. and Phithakkitnukoon, S. , "Taxi Driver Assistant Framework (Internal Technical Report)", 2012 2011(2 publications) [publication]Marco Veloso and Bento, C. and Phithakkitnukoon, S. , "Exploratory study of taxi trajectories and taxi driver behavior (Internal Technical Report)", 2011 [publication]Marco Veloso and Bento, C. and Phithakkitnukoon, S. , "Study of average taxi speed on urban areas (Internal Technical Report)", 2011 2009(2 publications) [publication]Marco Veloso and Bento, C. and Pereira, F.C. , "Multi-Sensor Data Fusion on Intelligent Transport Systems", 2009 [publication]Amey, A. and Liu, L. and Pereira, F.C. and Zegras, C. and Marco Veloso and Bento, C. , "State of the Practice Overview of Transportation Data Fusion: Technical and Institutional Considerations", 2009