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The Fourth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising: online event --- November 3, 2020: LocalRec 2020 workshop report

Published: 25 January 2021 Publication History

Abstract

The amount of publicly available geo-referenced data has seen a dramatic increase over the last years. Many user activities generate data that are annotated with location and contextual information. Moreover, it has become easier to collect and combine rich and diverse location information. In the context of geoadvertising, the use of geosocial data for targeted marketing is receiving significant attention from a wide spectrum of companies and organizations. With the advent of smartphones and online social networks, a multi-billion dollar industry that utilizes geosocial data for advertising and marketing has emerged. Geotagged social-media posts, GPS traces, data from cellular antennas and WiFi access points are used widely to directly access people for advertising, recommendations, marketing, and group purchases. Exploiting this torrent of geo-referenced data provides a tremendous potential to materially improve existing recommendation services and offer novel ones, with numerous applications in many domains, including social networks, marketing, and tourism.

References

[1]
P. Bouros, T. Dasu, Y. Kanza, M. Renz, and D. Sacharidis. LocalRec 2019 Workshop Report: The Third ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and Geoadvertising. SIGSPATIAL Special, 11(3):30--33, 2020.
[2]
P. Bouros, T. Dasu, Y. Kanza, M. Renz, and D. Sacharidis, editors. LocalRec'20: Proceedings of the 4th ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks, and Geoadvertising, November 3, 2020, Seattle, WA, USA. ACM, 2020.
[3]
K. Buchin, M. Buchin, J. Gudmundsson, J. Hendriks, E. H. Sereshgi, V. Sacristán, R. I. Silveira, J. Sleijster, F. Staals, and C. Wenk. Improved map construction using subtrajectory clustering. In LocalRec'20: Proceedings of the 4th ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks, and Geoadvertising, November 3, 2020, Seattle, WA, USA, LocalRec '20, pages 5:1--5:4. ACM, 2020.
[4]
F. Dassereto, L. D. Rocco, S. Shaw, G. Guerrini, and M. Bertolotto. How to tune parameters in geographical ontologies embedding. In LocalRec'20: Proceedings of the 4th ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks, and Geoadvertising, November 3, 2020, Seattle, WA, USA, LocalRec '20, pages 2:1--2:9. ACM, 2020.
[5]
W. Laddada, F. Duchateau, F. Favetta, and L. Moncla. Ontology-based approach for neighborhood and real estate recommendations. In LocalRec'20: Proceedings of the 4th ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks, and Geoadvertising, November 3, 2020, Seattle, WA, USA, LocalRec '20, pages 4:1--4:10. ACM, 2020.
[6]
G. Thakur and O. Kotevska. Activity characterization for modeling behavioral-driven human mobility in platial networks. In LocalRec'20: Proceedings of the 4th ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks, and Geoadvertising, November 3, 2020, Seattle, WA, USA, LocalRec '20, pages 3:1--3:5. ACM, 2020.
[7]
Z. Wang and V. Moosavi. From place2vec to multi-scale built-environment representation: A general-purpose distributional embedding for urban data analysis. In LocalRec'20: Proceedings of the 4th ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks, and Geoadvertising, November 3, 2020, Seattle, WA, USA, LocalRec '20, pages 1:1--1:12. ACM, 2020.

Cited By

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  • (2022)LocalRec 2021 Workshop Report: The Fifth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and GeoadvertisingSIGSPATIAL Special10.1145/3578484.357848613:3(1-5)Online publication date: 23-Dec-2022
  • (2022)Getting the big picture in cross-domain fusionInformatik Spektrum10.1007/s00287-022-01471-245:4(229-233)Online publication date: 27-Jul-2022

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Published In

cover image SIGSPATIAL Special
SIGSPATIAL Special  Volume 12, Issue 3
November 2020
47 pages
EISSN:1946-7729
DOI:10.1145/3447994
Issue’s Table of Contents
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 25 January 2021
Published in SIGSPATIAL Volume 12, Issue 3

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View all
  • (2022)LocalRec 2021 Workshop Report: The Fifth ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks and GeoadvertisingSIGSPATIAL Special10.1145/3578484.357848613:3(1-5)Online publication date: 23-Dec-2022
  • (2022)Getting the big picture in cross-domain fusionInformatik Spektrum10.1007/s00287-022-01471-245:4(229-233)Online publication date: 27-Jul-2022

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