FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3012307918> ?p ?o ?g. }

• W3012307918 endingPage "725" @default.
• W3012307918 startingPage "659" @default.
• W3012307918 abstract "Venue recommendation approaches have become particularly useful nowadays due to the increasing number of users registered in location-based social networks (LBSNs), applications where it is possible to share the venues someone has visited and establish connections with other users in the system. Besides, the venue recommendation problem has certain characteristics that differ from traditional recommendation, and it can also benefit from other contextual aspects to not only recommend independent venues, but complete routes or venue sequences of related locations. Hence, in this paper, we investigate the problem of route recommendation under the perspective of generating a sequence of meaningful locations for the users, by analyzing both their personal interests and the intrinsic relationships between the venues. We divide this problem into three stages, proposing general solutions to each case: First, we state a general methodology to derive user routes from LBSNs datasets that can be applied in as many scenarios as possible; second, we define a reranking framework that generate sequences of items from recommendation lists using different techniques; and third, we propose an evaluation metric that captures both accuracy and sequentiality at the same time. We report our experiments on several LBSNs datasets and by means of different recommendation quality metrics and algorithms. As a result, we have found that classical recommender systems are comparable to specifically tailored algorithms for this task, although exploiting the temporal dimension, in general, helps on improving the performance of these techniques; additionally, the proposed reranking strategies show promising results in terms of finding a trade-off between relevance, sequentiality, and distance, essential dimensions in both venue and route recommendation tasks." @default.
• W3012307918 created "2020-03-23" @default.
• W3012307918 creator A5058279882 @default.
• W3012307918 creator A5058329850 @default.
• W3012307918 date "2020-03-16" @default.
• W3012307918 modified "2023-10-18" @default.
• W3012307918 title "Applying reranking strategies to route recommendation using sequence-aware evaluation" @default.
• W3012307918 cites W1224564842 @default.
• W3012307918 cites W1520631193 @default.
• W3012307918 cites W182499956 @default.
• W3012307918 cites W1949832274 @default.
• W3012307918 cites W1965355809 @default.
• W3012307918 cites W1981886741 @default.
• W3012307918 cites W1984189333 @default.
• W3012307918 cites W1986050033 @default.
• W3012307918 cites W2017921654 @default.
• W3012307918 cites W2023188792 @default.
• W3012307918 cites W2026594557 @default.
• W3012307918 cites W2031888594 @default.
• W3012307918 cites W2043403353 @default.
• W3012307918 cites W2044672016 @default.
• W3012307918 cites W2050601386 @default.
• W3012307918 cites W2054638116 @default.
• W3012307918 cites W2055945388 @default.
• W3012307918 cites W2058336014 @default.
• W3012307918 cites W2060796982 @default.
• W3012307918 cites W2072992969 @default.
• W3012307918 cites W2074194940 @default.
• W3012307918 cites W2078488685 @default.
• W3012307918 cites W2086456706 @default.
• W3012307918 cites W2087692915 @default.
• W3012307918 cites W2089076789 @default.
• W3012307918 cites W2093672773 @default.
• W3012307918 cites W2096207368 @default.
• W3012307918 cites W2100419635 @default.
• W3012307918 cites W2101409192 @default.
• W3012307918 cites W2110953678 @default.
• W3012307918 cites W2121710227 @default.
• W3012307918 cites W2137862811 @default.
• W3012307918 cites W2140929211 @default.
• W3012307918 cites W2144807535 @default.
• W3012307918 cites W2150461219 @default.
• W3012307918 cites W2155912844 @default.
• W3012307918 cites W2171279286 @default.
• W3012307918 cites W2213191543 @default.
• W3012307918 cites W2219888463 @default.
• W3012307918 cites W2238216200 @default.
• W3012307918 cites W2278051381 @default.
• W3012307918 cites W2329660289 @default.
• W3012307918 cites W2346699423 @default.
• W3012307918 cites W2511794140 @default.
• W3012307918 cites W2562236173 @default.
• W3012307918 cites W2611791389 @default.
• W3012307918 cites W2643577078 @default.
• W3012307918 cites W2739587313 @default.
• W3012307918 cites W2740253077 @default.
• W3012307918 cites W2740832655 @default.
• W3012307918 cites W2744721172 @default.
• W3012307918 cites W2762529682 @default.
• W3012307918 cites W2781891275 @default.
• W3012307918 cites W2783272285 @default.
• W3012307918 cites W2789084759 @default.
• W3012307918 cites W2789638849 @default.
• W3012307918 cites W2794045272 @default.
• W3012307918 cites W2801561689 @default.
• W3012307918 cites W2865407912 @default.
• W3012307918 cites W2883393582 @default.
• W3012307918 cites W2896303338 @default.
• W3012307918 cites W2944315528 @default.
• W3012307918 cites W2964296635 @default.
• W3012307918 cites W2964318654 @default.
• W3012307918 cites W2974397365 @default.
• W3012307918 cites W298464722 @default.
• W3012307918 cites W3105196786 @default.
• W3012307918 cites W4206671592 @default.
• W3012307918 cites W4239073208 @default.
• W3012307918 cites W938539187 @default.
• W3012307918 doi "https://doi.org/10.1007/s11257-020-09258-4" @default.
• W3012307918 hasPublicationYear "2020" @default.
• W3012307918 type Work @default.
• W3012307918 sameAs 3012307918 @default.
• W3012307918 citedByCount "8" @default.
• W3012307918 countsByYear W30123079182020 @default.
• W3012307918 countsByYear W30123079182021 @default.
• W3012307918 countsByYear W30123079182022 @default.
• W3012307918 crossrefType "journal-article" @default.
• W3012307918 hasAuthorship W3012307918A5058279882 @default.
• W3012307918 hasAuthorship W3012307918A5058329850 @default.
• W3012307918 hasBestOaLocation W30123079182 @default.
• W3012307918 hasConcept C111472728 @default.
• W3012307918 hasConcept C119857082 @default.
• W3012307918 hasConcept C124101348 @default.
• W3012307918 hasConcept C12713177 @default.
• W3012307918 hasConcept C138885662 @default.
• W3012307918 hasConcept C154945302 @default.
• W3012307918 hasConcept C158154518 @default.
• W3012307918 hasConcept C162324750 @default.
• W3012307918 hasConcept C176217482 @default.

• next