A case study for intelligent event recommendation

Location Data Analytics in the Business Value Chain: A Systematic Literature Review

“…Also, in telecommunications, we found approaches exploiting location context to optimize the association between mobile users and cellular networks [165]. Similarly, we found approaches that exploit location for matching participants in social events [188], [189].…”

“…For example, in retail, selecting a shop type given a particular location is an internal strategic decision [17]. Regarding end user oriented functionalities (18.5%), we found diverse applications such as carpooling recommendation systems [103], event organization planning [188], and travel marketing decision planning [15].…”

“…As for context-aware recommendation systems, we found 16 papers, and most of them focused on the technical aspects of the problem type. However, several studies focused on specific business applications for recommending, for example, shop-types [17], [129], web or mobile services [162], [173], news feeds [195], social events and gatherings [188], carpooling [103], and music [194].…”

“…Nevertheless, all the studies that implemented an ANN-based solution focused on different industry and problem types, demonstrating valid solution approaches to their respective settings. In particular, ANN was used for location analysis problems in the hotel [138] and solar farm industries [159], as well as for context-aware recommendation systems [57], location-wise anomaly detection [58], social event recommendations [188], and locationaware advertising [187].…”

Extracting Information from Negative Interactions in Multiplex Networks Using Mutual Information

“…This recent work has shown that negative links have significant added value over positive links for various analytical tasks. For example, a small number of negative links improves the performance of recommender systems in arXiv:1804.07210v4 [cs.SI] 16 Aug 2018 social media [4][5][6][7][8]. Similarly, trust and distrust relations in Epinions can help users find high-quality and reliable reviews [9].…”