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A personalized recommender system for pervasive social networks

Valerio Arnaboldi, Mattia G. Campana, Franca Delmastro, Elena Pagani
2017 Pervasive and Mobile Computing  
In this work we propose a novel framework for pervasive social networks, called Pervasive PLIERS (pPLIERS), able to discover and select, in a highly personalized way, contents of interest for single mobile  ...  users. pPLIERS exploits the recently proposed PLIERS tag based recommender system as context a reasoning tool able to adapt recommendations to heterogeneous interest profiles of different users. pPLIERS  ...  Specifically, in Section 6, we present a comparison among existing recommender systems used in pervasive social networks, showing the advantages of PLIERS.  ... 
doi:10.1016/j.pmcj.2016.08.010 fatcat:coegf4tv3na3pg7fnxlrb3jjdm

Situation and social awareness-based personalized recommendation service in pervasive computing environment

Haesung Lee, Joonhee Kwon
2013 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)  
Also, the algorithm uses user's social network for efficiently filtering valuable items which are considered as authorities.  ...  To verify the usefulness of proposed technique, we implement a prototype of the personalized music recommendation service in which proposed recommendation technique is applied.  ...  In social network analysis, the centrality of a node belonging to a social network determines relative influence of the node within the social network [10]- [13] .  ... 
doi:10.1109/percomw.2013.6529579 dblp:conf/percom/LeeK13 fatcat:m3q7stzbmnh7haufltszdyrlfy

SPETA: Social pervasive e-Tourism advisor

Angel García-Crespo, Javier Chamizo, Ismael Rivera, Myriam Mencke, Ricardo Colomo-Palacios, Juan Miguel Gómez-Berbís
2009 Telematics and informatics  
The principal strength of the approach is the fusion of con text aware pervasive systems, GIS systems, social networks and semantics.  ...  This paper pre sents the SPETA system, which uses knowledge of the user's current location, preferences, as well as a history of past locations, in order to provide the type of recommender services that  ...  The pervasive module will also interact with the social network, keeping track of the place the members are, and providing support for personal interaction.  ... 
doi:10.1016/j.tele.2008.11.008 fatcat:2bqagvkbmrca5brbim4iwafb2m

Integrating social sensors and pervasive services: approaches and perspectives

Alberto Rosi, Marco Mamei, Franco Zambonelli
2013 International Journal of Pervasive Computing and Communications  
At the other extreme, it is possible exploiting a social network as an infrastructure for the integration, by having data from pervasive devices flow towards social networks.  ...  much more effective than a simple list of systems and proposals.  ...  Self-aware Pervasive Service Ecosystems, under contract no. 256873.  ... 
doi:10.1108/ijpcc-09-2013-0022 fatcat:o3ftu6sskfap7n222arjyktegi

Social sensors and pervasive services: Approaches and perspectives

Alberto Rosi, Marco Mamei, Franco Zambonelli, Simon Dobson, Graeme Stevenson, Juan Ye
2011 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)  
In this paper, we explore how such "social sensing" could be integrated into pervasive systems.  ...  Social networks are perhaps the purest example of "Web 2.0" services, and offer a sophisticated tool for accessing the preferences and properties of individuals and groups.  ...  A. Beach et al. [4] propose a system called Social-Fusion for fusing mobile computing, social networks, and user personal sensors to promote socially-aware diffusion of information and events.  ... 
doi:10.1109/percomw.2011.5766946 dblp:conf/percom/RosiMZDSY11 fatcat:ypln766fd5fmjdnc5aad25bxli

Big data for humans or humans for big data?: a human-data interaction perspective

Shin'ichi Konomi
2022 International Working Conference on Advanced Visual Interfaces  
In this paper, we discuss key dimensions of human-data interaction to enable a look at the field from a broader perspective and facilitate developments of "big data for humans".  ...  Our discussion is based on the relevant research projects in our group at the intersections of human-data interaction and recommendation and search, pervasive computing, civic computing and learning analytics  ...  Pervasive computing DeaiExplorer [12] is a social-network display that responds to RFID badges carried by conference participants and displays social connections between colocated conference participants  ... 
dblp:conf/avi/Konomi22 fatcat:jjsxttcc6zfvfj3zgf6byocc3e

Pervasive social context

Daniel Schuster, Alberto Rosi, Marco Mamei, Thomas Springer, Markus Endler, Franco Zambonelli
2013 ACM Transactions on Intelligent Systems and Technology  
As pervasive computing meets social networks, there is a fast growing research field called Pervasive Social Computing.  ...  We provide a taxonomy to classify Pervasive Social Context along the dimensions space, time, people, and information source (STiPI) as well as commenting on the type and reason for creating such context  ...  The very detailed comments of the anonymous reviewers helped a lot to improve the paper and clarify terms and definitions.  ... 
doi:10.1145/2483669.2483679 fatcat:zw7mg5mygne2hgef4oubt46i74

Mining social networks for local search and location-based recommender systems

Fabio Gasparetti, Damianos Gavalas, Sergio Ilarri, Francesco Ricci, Zhiwen Yu
2019 Personal and Ubiquitous Computing  
Acknowledgments We would like to thank the authors of all the submitted papers for having considered this special issue and the Personal and Ubiquitous Computing journal as a potential publication venue  ...  for their research results.  ...  The second manuscript, entitled BPoint of Interest Recommendation Based on Social and Linked Open data( authored by Giuseppe Sansonetti) proposes a personalized recommender system for Points of interest  ... 
doi:10.1007/s00779-019-01241-0 fatcat:4uhdujarjbe47maeang2j6aa5e

Pervasive CSCW for smart spaces communities

Christopher Lima, Diogo Gomes, Rui Aguiar
2012 2012 IEEE International Conference on Pervasive Computing and Communications Workshops  
Therefore, social CSCW applications represent new challenges and possibilities in terms of use of group context information for adaptability and personalization in pervasive computing.  ...  In today's scenarios, the trend is to make use of collective intelligence, where the interpretation of context information can be harnessed as input for pervasive systems.  ...  A social prediction system is also necessary to handle issues for cooperation.  ... 
doi:10.1109/percomw.2012.6197462 dblp:conf/percom/LimaGA12 fatcat:r2duawr6bbf7piiciut4r2vpjy

IEEE Access Special Section Editorial: Trust Management in Pervasive Social Networking (TruPSN)

Zheng Yan, Honggang Wang, Laurence T. Yang, Valtteri Niemi
2018 IEEE Access  
In the article ''A secure system for pervasive social network-based healthcare'', Zhang et al. proposed two schemes to securely share health data with other nodes in PSN.  ...  Shen et al. proposed a hierarchical evaluation system to support secure and trustworthy PSN in the article ''Hierarchical trust level evaluation for pervasive social networking''.  ... 
doi:10.1109/access.2018.2817858 fatcat:ib2iqtxfcnaipbdacmldhupbxu

Defining Situated Social Context for pervasive social computing

Markus Endler, Alexandre Skyrme, Daniel Schuster, Thomas Springer
2011 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)  
There is a multitude of systems in the area of mobile and pervasive social computing providing and using social context for pervasive interaction between persons.  ...  We elaborate the taxonomy with a small survey of mobile social networking systems and discuss future research challenges.  ...  Thus, social computing is getting mobile or even pervasive, therefore creating a trend of Pervasive Social Computing.  ... 
doi:10.1109/percomw.2011.5766945 dblp:conf/percom/EndlerSSS11 fatcat:ggkr5adggjfjdljnyz3b7yqwey

Recommending Ads from Trustworthy Relationships in Pervasive Environments

Francisco Martinez-Pabon, Juan Camilo Ospina-Quintero, Gustavo Ramirez-Gonzalez, Mario Munoz-Organero
2016 Mobile Information Systems  
On the other hand, the pervasive advertising domain demands a recommender system evaluation from a novelty/precision perspective.  ...  In this paper, we propose a novel approach for a collaborative filtering recommender system based on trust, which was tested throughout a digital signage prototype using a multiscreen scheme for recommendations  ...  Special thanks are due to Fundación InnovaGen, SmartSoft Play, and University of Cauca volunteers for their valuable support during the experiments.  ... 
doi:10.1155/2016/8593173 fatcat:tdz7mzhkezfyxhy6grqxsuqmpu

Review on Memory Recall via Image Processing Intelligent Using Social Contacts Based on Eigen Value Implementation

Miss. Snehal S. Gulhane, Prof. Kapse A. S.
2016 IJARCCE  
We next develop an intelligent social contact manager that supports 1) auto collection of rich contact data from a combination of various pervasive sensors and Web data sources, and 2) associative search  ...  People are frequently beset with questions like "Who is that person? I think I met him/her last year." Available memory systems cannot well support the recall of names effectively.  ...  In today"s life, people participate in various social activities and meet numerous people every day. These acquaintances form the social contact network (SCN) of a person.  ... 
doi:10.17148/ijarcce.2016.5131 fatcat:q4q3hzb5ujb2zfroeojvsl4k5m

Ontology Model-based Situation and Socially-Aware Health Care Service in a Smart Home Environment

Haesung Lee, Joonhee Kwon
2013 International Journal of Smart Home  
For verifying the usefulness of the proposed smart home service, we implemented a prototype of healthcare services.  ...  Based on these context models, we can provide fully personalized healthcare service to a specific user in a smart home environment.  ...  The Platform for Smart Home Health Care Systems Architecture For providing the personalized healthy life assistant service in smart home environment, it is needed to support various types of pervasive  ... 
doi:10.14257/ijsh.2013.7.5.24 fatcat:lve3m7hvlnbjdkxrwaoe67vsme

Community context management research and challenges in pervasive and social computing

Nikos Kalatzis, Nicolas Liampotis, Ioanna Roussaki, Pavlos Kosmides, Ioannis Papaioannou, Stavros Xynogalas
2013 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)  
in social networking systems to develop the next generation of social media systems.  ...  However, the recent development and popularity of social networking systems has happened in isolation from the developments in pervasive computing.  ...  However, this paper expresses the authors' personal views, which are not necessarily those of the SOCIETIES consortium.  ... 
doi:10.1109/percomw.2013.6529466 dblp:conf/percom/KalatzisLRKPX13 fatcat:dg5c3vgt6vgdzoftfx3ezs7lny
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