%0 Conference Paper %1 8035080 %A Palaiokrassas, G. %A Charlaftis, V. %A Litke, A. %A Varvarigou, T. %B 2017 International Conference on High Performance Computing Simulation (HPCS) %D 2017 %K neo4j %P 217-223 %R 10.1109/HPCS.2017.41 %T Recommendation Service for Big Data Applications in Smart Cities %U http://ieeexplore.ieee.org/document/8035080/ %X In this paper we present a recommendation service based on Neo4j graph data base which is applied in the context of smart cities application and leverages the potential of big data. The current work studies a modelling approach for user generated data combined with open big data and proceeds with the appropriate reference implementation and experimentation to validate recommendation services for innovative citizen- centric applications. Moreover, we study and validate performance issues of this Neo4j based recommendation service and evaluate it as a useful appliance for real-time big data application.

@inproceedings{8035080, abstract = {In this paper we present a recommendation service based on Neo4j graph data base which is applied in the context of smart cities application and leverages the potential of big data. The current work studies a modelling approach for user generated data combined with open big data and proceeds with the appropriate reference implementation and experimentation to validate recommendation services for innovative citizen- centric applications. Moreover, we study and validate performance issues of this Neo4j based recommendation service and evaluate it as a useful appliance for real-time big data application.}, added-at = {2018-01-18T17:53:09.000+0100}, author = {Palaiokrassas, G. and Charlaftis, V. and Litke, A. and Varvarigou, T.}, biburl = {https://www.bibsonomy.org/bibtex/254030db2bef926cdb16dc68d060648f4/defeatnelly}, booktitle = {2017 International Conference on High Performance Computing Simulation (HPCS)}, doi = {10.1109/HPCS.2017.41}, interhash = {dc6e1588da91f1445ca3f1423a4f01bd}, intrahash = {54030db2bef926cdb16dc68d060648f4}, keywords = {neo4j}, month = {July}, pages = {217-223}, timestamp = {2018-01-18T17:53:09.000+0100}, title = {Recommendation Service for Big Data Applications in Smart Cities}, url = {http://ieeexplore.ieee.org/document/8035080/}, year = 2017 }