Encoder-Decoder Based Route Generation Model for Flexible Travel Recommendation

Travel route recommendation is an important part of electronic tour guides and map applications. It aims to recommend a sequence of points of interest (POIs) to users based on their interests. The variety of users' historical records and their requirements makes the problem challenging and most...

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Veröffentlicht in:	IEEE transactions on services computing Jg. 17; H. 3; S. 905 - 920
Hauptverfasser:	Zhang, Jiale, Ma, Mingqian, Gao, Xiaofeng, Chen, Guihai
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.05.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	bi-directional LSTM encoder-decoder Encoders-Decoders Feature extraction grid beam search Heuristic algorithms Long short term memory Machine learning Machine learning algorithms Optimization POI Search algorithms Semantics SVD Travel route recommendation User requirements
ISSN:	1939-1374, 2372-0204
Online-Zugang:	Volltext
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