Context aware point of interest adaptive recommendation

Paulo Pombinho; Maria Beatriz Carmo; Ana Paula Afonso

doi:10.1145/2162102.2162109

Context aware point of interest adaptive recommendation

Paulo Pombinho^*, Maria Beatriz Carmo, Ana Paula Afonso

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

Applications that allow the users to search for nearby points of interest have, recently, become very popular amongst mobile device users. However, the increasing amount of available information and the limitations of current mobile devices can hinder an efficient and helpful user experience. It is fundamental that what is shown to the user is relevant. We propose an adaptive recommendation function that uses location and temporal contexts combined with the historical context of the previous searches to quantify the relevance of the points of interest shown to the user.

Original language	English
Title of host publication	Proceedings of the 2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with IUI 2012
Pages	30-33
Number of pages	4
DOIs	https://doi.org/10.1145/2162102.2162109
Publication status	Published - 2012
Externally published	Yes
Event	2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with ACM Intelligent User Interfaces Conference, IUI 2012 - Lisbon, Portugal Duration: 14 Feb 2012 → 14 Feb 2012

Publication series

Name	ACM International Conference Proceeding Series

Conference

Conference	2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with ACM Intelligent User Interfaces Conference, IUI 2012
Country/Territory	Portugal
City	Lisbon
Period	14/02/12 → 14/02/12

Keywords

Context aware
Degree of interest
Mobile devices

Access to Document

10.1145/2162102.2162109

Cite this

@inproceedings{8a5bd6807f404a668548ec1b2a58aa1a,

title = "Context aware point of interest adaptive recommendation",

abstract = "Applications that allow the users to search for nearby points of interest have, recently, become very popular amongst mobile device users. However, the increasing amount of available information and the limitations of current mobile devices can hinder an efficient and helpful user experience. It is fundamental that what is shown to the user is relevant. We propose an adaptive recommendation function that uses location and temporal contexts combined with the historical context of the previous searches to quantify the relevance of the points of interest shown to the user.",

keywords = "Context aware, Degree of interest, Mobile devices",

author = "Paulo Pombinho and Carmo, {Maria Beatriz} and Afonso, {Ana Paula}",

note = "Copyright: Copyright 2012 Elsevier B.V., All rights reserved.; 2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with ACM Intelligent User Interfaces Conference, IUI 2012 ; Conference date: 14-02-2012 Through 14-02-2012",

year = "2012",

doi = "10.1145/2162102.2162109",

language = "English",

isbn = "9781450311922",

series = "ACM International Conference Proceeding Series",

pages = "30--33",

booktitle = "Proceedings of the 2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with IUI 2012",

}

Pombinho, P, Carmo, MB & Afonso, AP 2012, Context aware point of interest adaptive recommendation. in Proceedings of the 2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with IUI 2012. ACM International Conference Proceeding Series, pp. 30-33, 2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with ACM Intelligent User Interfaces Conference, IUI 2012, Lisbon, Portugal, 14/02/12. https://doi.org/10.1145/2162102.2162109

Context aware point of interest adaptive recommendation. / Pombinho, Paulo; Carmo, Maria Beatriz; Afonso, Ana Paula.
Proceedings of the 2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with IUI 2012. 2012. p. 30-33 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Context aware point of interest adaptive recommendation

AU - Pombinho, Paulo

AU - Carmo, Maria Beatriz

AU - Afonso, Ana Paula

PY - 2012

Y1 - 2012

N2 - Applications that allow the users to search for nearby points of interest have, recently, become very popular amongst mobile device users. However, the increasing amount of available information and the limitations of current mobile devices can hinder an efficient and helpful user experience. It is fundamental that what is shown to the user is relevant. We propose an adaptive recommendation function that uses location and temporal contexts combined with the historical context of the previous searches to quantify the relevance of the points of interest shown to the user.

AB - Applications that allow the users to search for nearby points of interest have, recently, become very popular amongst mobile device users. However, the increasing amount of available information and the limitations of current mobile devices can hinder an efficient and helpful user experience. It is fundamental that what is shown to the user is relevant. We propose an adaptive recommendation function that uses location and temporal contexts combined with the historical context of the previous searches to quantify the relevance of the points of interest shown to the user.

KW - Context aware

KW - Degree of interest

KW - Mobile devices

UR - http://www.scopus.com/inward/record.url?scp=84859963884&partnerID=8YFLogxK

U2 - 10.1145/2162102.2162109

DO - 10.1145/2162102.2162109

M3 - Conference contribution

AN - SCOPUS:84859963884

SN - 9781450311922

T3 - ACM International Conference Proceeding Series

SP - 30

EP - 33

BT - Proceedings of the 2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with IUI 2012

T2 - 2nd Workshop on Context-Awareness in Retrieval and Recommendation, CaRR 2012 - In Conjunction with ACM Intelligent User Interfaces Conference, IUI 2012

Y2 - 14 February 2012 through 14 February 2012

ER -

Context aware point of interest adaptive recommendation

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this