Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/2666310.2666364acmconferencesArticle/Chapter ViewAbstractPublication PagesgisConference Proceedingsconference-collections
research-article

A social navigation guide using augmented reality

Published: 04 November 2014 Publication History

Abstract

Social networks provide rich data sources for analyzing people activities. This paper introduces a mobile recommender system that suggests places to visit to tourists acting in the city of Mexico. The system developed generates itineraries based on the implicit users' behaviors. Recommendations are automatically extracted and analyzed from Twitter thanks to the application of Bayes and Tree algorithms. Suggested itineraries are cross-analyzed to take into account user profiles and preferences. The recommender system provides an augmented reality navigation system that suggests itineraries to the users according to some places of interest. The preliminary prototype developed is an Android app so-called "Turicel Social".

References

[1]
F. Ricci, L. Rokach, B. Shapira, and P. Kantor. Recommender Systems Handbook. Springer, 2011.
[2]
G. Adomavicius and A. Tuzhilin. Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans. on Knowl. and Data Eng., 17(6):734--749, June 2005.
[3]
X. Su and T. M. Khoshgoftaar. A survey of collaborative filtering techniques. Advances in Artificial Intelligence, Jan. 2009
[4]
J. Carmigniani, Furht, B., Anisetti, M., Ceravolo, P., Damiani, E., and M. Ivkovic. Augmented reality technologies, systems and applications. Multimedia Tools Appl. 51, 1, 341--377, 2011.
[5]
Lee J-Y, Lee S-H, Park H-M, Lee S-K, Choi J-S, Kwon J-S (2010) Design and implementation of a wearable AR annotation system using gaze interaction. Consumer Electronics (ICCE), Digest of Technical Papers, pp. 185--186, 2010.
[6]
Feng Zhou, Henry Been-Lirn Duh, and Mark Billinghurst. Trends in augmented reality tracking, interaction and display: A review of ten years of ISMAR. In Proceedings of the 7th IEEE/ACM International Symposium on Mixed and Augmented Reality (ISMAR '08). IEEE Computer Society, Washington, DC, USA, 193--202, 2008.
[7]
Quinlan, J. R. C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, 1993.
[8]
Mata, F., Claramunt, C. and Juarez A. An experimental virtual museum based on augmented reality and navigation. In Proceedings of 19th International Conference on Advances in GIS (ACM SIGSPATIAL GIS 2011), D. Agrawal et al. (eds.), Chicago, 1-4 November, ACM Press, pp. 497--500, 2011.
[9]
Mata, F. and Claramunt, C. Augmented reality in outdoor spaces. In Proceedings of 20th International Conference on Advances in GIS (ACM SIG'SPATIAL 2013), ACM Press, Orlando, November 5-8, pp. 534--537, 2013.
[10]
Piateski, Gregory, and William Frawley. Knowledge discovery in databases. MIT press, 1991.
[11]
X. Yang, H. Steck, and Y. Liu. Circle-based recommendation in on line social networks. In Proceedings of the 18th ACM SIGKDD International Conference on Knowledge discovery and data mining, 2012.

Cited By

View all
  • (2023)A systematic review of application development in augmented reality navigation researchCartography and Geographic Information Science10.1080/15230406.2023.219403250:3(249-271)Online publication date: 9-May-2023
  • (2021)ASTRO: Reducing COVID-19 Exposure through Contact Prediction and AvoidanceACM Transactions on Spatial Algorithms and Systems10.1145/34904928:2(1-31)Online publication date: 30-Dec-2021
  • (2019)CAPRIOProceedings of the VLDB Endowment10.14778/3352063.335208912:12(1878-1881)Online publication date: 1-Aug-2019
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
SIGSPATIAL '14: Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
November 2014
651 pages
ISBN:9781450331319
DOI:10.1145/2666310
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.

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 04 November 2014

Check for updates

Author Tags

  1. augmented reality
  2. outdoor navigation
  3. recommender systems

Qualifiers

  • Research-article

Conference

SIGSPATIAL '14
Sponsor:
  • University of North Texas
  • Microsoft
  • ORACLE
  • Facebook
  • SIGSPATIAL

Acceptance Rates

SIGSPATIAL '14 Paper Acceptance Rate 39 of 184 submissions, 21%;
Overall Acceptance Rate 257 of 1,238 submissions, 21%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)13
  • Downloads (Last 6 weeks)0
Reflects downloads up to 28 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2023)A systematic review of application development in augmented reality navigation researchCartography and Geographic Information Science10.1080/15230406.2023.219403250:3(249-271)Online publication date: 9-May-2023
  • (2021)ASTRO: Reducing COVID-19 Exposure through Contact Prediction and AvoidanceACM Transactions on Spatial Algorithms and Systems10.1145/34904928:2(1-31)Online publication date: 30-Dec-2021
  • (2019)CAPRIOProceedings of the VLDB Endowment10.14778/3352063.335208912:12(1878-1881)Online publication date: 1-Aug-2019
  • (2019)CAPRIO: Context-Aware Path Recommendation Exploiting Indoor and Outdoor Information2019 20th IEEE International Conference on Mobile Data Management (MDM)10.1109/MDM.2019.000-7(431-436)Online publication date: Jun-2019
  • (2018)The Wanderer: Implementing markerless augmented reality with object position awareness2018 First International Workshop on Deep and Representation Learning (IWDRL)10.1109/IWDRL.2018.8358212(31-40)Online publication date: Mar-2018
  • (2016)An Augmented Reality and 360-degree Video System to Access Audiovisual Content through Mobile Devices for Touristic ApplicationsApplications and Usability of Interactive TV10.1007/978-3-319-38907-3_5(44-58)Online publication date: 30-Apr-2016

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media