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Intention oriented itinerary recommendation by bridging physical trajectories and online social networks

Xiangxu Meng, Xinye Lin, Xiaodong Wang
2012 Proceedings of the ACM SIGKDD International Workshop on Urban Computing - UrbComp '12  
Compared with traditional itinerary planning, intention oriented itinerary recommendation can provide more flexible activity planning without the user pre-determined destinations and is specially helpful  ...  Rank and classification of points of interest (POI) from location based social networks (LBSN) are used to indicate different user intentions.  ...  CONCLUSION By jointing the data from social network with physical trajectories, and take usage of hierarchical categories of geographical locations, this paper realizes recommendation for itinerary planning  ... 
doi:10.1145/2346496.2346508 dblp:conf/kdd/MengLW12 fatcat:3wa5qbuu2vfxxf3xclzalosary

Intention-Oriented Itinerary Recommendation Through Bridging Physical Trajectories and Online Social Networks

Xiangxu Meng
2012 KSII Transactions on Internet and Information Systems  
version includes a more detailed recommendation algorithm design, implemention and evaluation. Thank you to Dr.  ...  Thanks to all the students who attended the Mobile Computing course taught by Prof. Xiaodong Wang and Prof. Ming Xu at the University of Defense Technology in 2012.  ...  Compared to these works, we bridge online social networks and knowledge from GPS trajectories that collects history data from millions of users to develop the shortest and most interesting itineraries.  ... 
doi:10.3837/tiis.2012.12.010 fatcat:zwggj7tdjrcqhjlew3r3h2fl6a

Linked Open Data in Location-Based Recommendation System on Tourism Domain: a survey

Phatpicha Yochum, Liang Chang, Tianlong Gu, Manli Zhu
2020 IEEE Access  
Second, we analyze and categorize journal papers by the different recommendation applications including problem formulations, data collections, proposed algorithms/systems, and experimental results.  ...  In the tourism domain, many studies are using linked open data to address the problem of location-based recommendation by integrating data with other linked open datasets to enrich data and tourism content  ...  First, they extracted user's social intentions, preference intentions, and popularity intentions from check-in behavior.  ... 
doi:10.1109/access.2020.2967120 fatcat:yqwkrko6mzfw5e5kckfaxbxzju

GeoTravel: Harvesting Ambient Geographic Footprints from GPS Trajectories [article]

Li Ching Liew, Ong Sing Goh
2014 arXiv   pre-print
By present the point of interest, user can choose travel place easily and the travel itineraries is plan based on the user preferences.  ...  Trajectories are the paths that moving objects move by follow through space in a function of time while GPS trajectories generally are point-sequences with geographic coordinates, time stamp, speed and  ...  Therefore, by using these trajectories, we not only connect locations in the physical world but also bridge the gap between users and locations." According to Y.  ... 
arXiv:1411.2195v1 fatcat:47656apkq5d73gceyimwksr5vu

Urban Analysis and Smart Communities: An Approach to the Use of Technology in Everyday Mobility
Análisis Urbano y Comunidades Inteligentes: Una Aproximación al Empleo de la Tecnología en la Movilidad Cotidiana

Zurisaddai de la Cruz Severiche Maury, Ana Fernández Vilas
2015 Inge-Cuc  
It is concluded that a robust communication infrastructure, supported by an efficient computational platform allowing big data management and ubiquitous computing, is a crucial aspect for urban management  ...  A descriptive analysis of automated methods for collecting and analyzing citizens' mobility patterns is performed; it is centered in smart card use, geolocation and geotagging.  ...  For instance, Toyota's smart community Project, besides recommending renewable energy use and high-efficient energy systems, tries to achieve a pollution-free environment and a recycling-oriented society  ... 
doi:10.17981/ingecuc.11.1.2015.01 fatcat:cb4lgfirmjcpdjswkmr6v72afu

2020 Index IEEE Transactions on Intelligent Transportation Systems Vol. 21

2020 IEEE transactions on intelligent transportation systems (Print)  
Wang, C., +, TITS Oct. 2020 4196-4208 Intention Recognition of Pedestrians and Cyclists by 2D Pose Estimation.  ...  ., +, TITS March 2020 1154-1166 Emotion recognition Intention Recognition of Pedestrians and Cyclists by 2D Pose Estimation.  ... 
doi:10.1109/tits.2020.3048827 fatcat:ab6he3jkfjboxg7wa6pagbggs4

Digital Narratives: Mapping Contemporary Use of Urban Open Spaces through Geo-social Data

Yuri Queiroz Abreu Torres, Lucia Maria Sá Antunes Costa
2014 Procedia Environmental Sciences  
Over the last decade, new spatial means have been keenly developed on geo-social, location-based networking systems and more recently through mobile applications, with significant personalized digital  ...  education and representation.  ...  Acknowledgements The authors would like to thank the support received from CNPq, FAPERJ, PROURB-Universidade Federal do Rio de Janeiro and Faculdade Redentor.  ... 
doi:10.1016/j.proenv.2014.11.001 fatcat:6bzv3ye6p5hvjoam53koouessy

Leveraging intersections in management theory and practice (Extended Abstracts)

2021 Sinergie Italian Journal of Management  
Balancing theory and practice: a review of the state of PLS-SEM research by the community of Italian management scholars FRANCESCA MAGNO, FABIO CASSIA " Co-creation of value in Open Innovation: does coopetition  ...  AQUILANI, CORRADO GATTI, IRENE FULCO " Forming an Ecosystem through an Incumbent's Strategic Transformation VALENTINA GARBIN, ALBERTO NUCCIARELLI, ERICA SANTINI " Ethnic diversity, recombinant capabilities and  ...  2021 ), "A machine learning based approach for predicting blockchain adoption in Supply Chain", Technological Forecasting and Social Change, vol. 163, pp. 1-18.  ... 
doi:10.7433/srecp.ea.2021.01 fatcat:l2upsdqpqvc3zgahty45hquici

Populist Placemaking: Spatial Regulating to Advance Open Government-Citizen Discourse

Michael N. Widener
2017 Social Science Research Network  
social networks.  ...  extrapolating the desires and intentions of successive generations about physical gathering and placemaking is worthwhile.  ...  judgment of human governance. 304 Local governments are far from that state of play, because two-way communications and networking through social media remains in its infancy. 305 In any event, coopting  ... 
doi:10.2139/ssrn.3087689 fatcat:l4lcjzhwuja33pqz3tt5uvdy5a

Knowledge sharing for development [chapter]

2012 Development Centre Studies  
and constraints, and social and cultural norms that limited mobility and social connections.  ...  This dissertation explores the extent to which donor-funded online networks support greater inclusion and fuller participation by Southern stakeholders in aspects of the development project over which  ...  The online networks that are of most interest to this research are global in orientation.  ... 
doi:10.1787/9789264173897-9-en fatcat:q5ifbfw7dfco3eyiywuqbkfdsm

Genre Combinations: A Window into Dynamic Communication Practices

Carsten Østerlund
2007 Journal of Management Information Systems  
Nardi, B.A.; Whittaker, S.; and Schwartz, H. Networkers and their activity in intentional networks. Computer Supported Cooperative Work, 11, | (2002), 205-242. 36. Orlikowski, W.J.  ...  Jones (ed.), Cybersociety: Computer-Mediated Communication and Community. Thousand Oaks, CA: Sage, 1995, 138-163. 10. Bazerman, C. System of genres and the enactment of social intentions. In A.  ... 
doi:10.2753/mis0742-1222230405 fatcat:agl4emgwcbhfdlqgypmgeort2a

Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation

Chaoran Cui, Jialie Shen, Liqiang Nie, Richang Hong, Jun Ma
2017 ACM Transactions on Intelligent Systems and Technology  
Geotags bridge the gap between the physical world and the cyberspace, giving rise to new opportunities to extract further insights into user preferences and behaviors.  ...  Moreover, heterogeneous high-order relationship information is jointly captured from user social networks and POI multimodal contents with hypergraph models.  ...  Most recently, a few studies [Ma 2013 ] have exploited user social networks together with CF approaches to boost the recommendation accuracy.  ... 
doi:10.1145/3086635 fatcat:r5okjrq7dbaanezbrnnjfeedle

Fit4Rri D1.2 - Benchmarking Exercise [article]

Luciano D'Andrea, Maresa Berliri, Federico Luigi Marta
2018 Zenodo  
This report includes the results of the benchmarking exercise (Task 1.4) conducted under WP1 (Mapping and benchmarking) of the project "Fostering Improved Training Tools for Responsible Research and Innovation  ...  based on people's preferences and initiating new trajectories of socio-technological advances  A team focused on promoting diversity in organisations, by evaluating existing practices, developing recommendations  ...  ., a physical and exchange infrastructure for the co-creation, design and development of projects, and promotion of events and networking activities.  ... 
doi:10.5281/zenodo.1434351 fatcat:yvqcthe4gbfehf5kcfczboho6m

Reshaping teaching and learning with 3D printing technologies

Michael A. Kolitsky
2014 e-mentor  
, arranging trip itineraries, and organizing email inboxes.  ...  Another survey by the Babson Research Group and Pearson revealed that 70.3% of faculty use social media in their personal lives, which mirrors that of the general population, and 55% use these networks  ...  connecting to a smartphone or the cloud so it can communicate pertinent information to users, including the weather, and post to a social network based on voice commands.  ... 
doi:10.15219/em56.1130 fatcat:cheqn6zb2zavno7a4ts4dmzkqu

Geographical Design: Spatial Cognition and Geographical Information Science

Stephen C. Hirtle
2011 Synthesis Lectures on Human-Centered Informatics  
Human-Centered Informatics (HCI) is the intersection of the cultural, the social, the cognitive, and the aesthetic with computing and information technology.  ...  It begins by reviewing what is known about how humans process spatial concepts and then moves on to discuss how interfaces can be improved to take advantage to those capabilities.  ...  Many current recommender systems, such as Yelp, reject this view and explicitly include a notion of social recommendation.  ... 
doi:10.2200/s00342ed1v01y201103hci011 fatcat:nxo3ej25yjgnhm2u2rs3o23sru
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