A smart movie recommendation system

Sang Ki Ko, Sang Min Choi, Hae Sung Eom, Jeong Won Cha, Hyunchul Cho, Laehyum Kim, Yo Sub Han

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

We propose a movie recommendation system based on genre correlations. We modify the previous algorithm; we use a list of movies as input instead of genre combinations. We implement a new recommendation algorithm as Android application with additional functions. By combining with existing web services such as Google Movie Showtimes and Open APIs, our system can recommend movies playing in cinemas currently and show the detailed information of movies. Location-based function is also implemented. We utilize GPS information of mobile device and web service provided by Google Maps for recommending suitable cinemas for users with mobile devices.

Original languageEnglish
Title of host publicationHuman Interface and the Management of Information
Subtitle of host publicationInteracting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011, Proceedings
Pages558-566
Number of pages9
EditionPART 1
DOIs
Publication statusPublished - 2011 Jul 19
EventHuman Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011 - Orlando, FL, United States
Duration: 2011 Jul 92011 Jul 14

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 1
Volume6771 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

OtherHuman Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011
CountryUnited States
CityOrlando, FL
Period11/7/911/7/14

Fingerprint

Recommendation System
Recommender systems
Mobile devices
Mobile Devices
Web services
Web Services
Application programming interfaces (API)
Global positioning system
Recommendations

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Ko, S. K., Choi, S. M., Eom, H. S., Cha, J. W., Cho, H., Kim, L., & Han, Y. S. (2011). A smart movie recommendation system. In Human Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011, Proceedings (PART 1 ed., pp. 558-566). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6771 LNCS, No. PART 1). https://doi.org/10.1007/978-3-642-21793-7_63
Ko, Sang Ki ; Choi, Sang Min ; Eom, Hae Sung ; Cha, Jeong Won ; Cho, Hyunchul ; Kim, Laehyum ; Han, Yo Sub. / A smart movie recommendation system. Human Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011, Proceedings. PART 1. ed. 2011. pp. 558-566 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1).
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Ko, SK, Choi, SM, Eom, HS, Cha, JW, Cho, H, Kim, L & Han, YS 2011, A smart movie recommendation system. in Human Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011, Proceedings. PART 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 1, vol. 6771 LNCS, pp. 558-566, Human Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011, Orlando, FL, United States, 11/7/9. https://doi.org/10.1007/978-3-642-21793-7_63

A smart movie recommendation system. / Ko, Sang Ki; Choi, Sang Min; Eom, Hae Sung; Cha, Jeong Won; Cho, Hyunchul; Kim, Laehyum; Han, Yo Sub.

Human Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011, Proceedings. PART 1. ed. 2011. p. 558-566 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6771 LNCS, No. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Ko SK, Choi SM, Eom HS, Cha JW, Cho H, Kim L et al. A smart movie recommendation system. In Human Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011, Proceedings. PART 1 ed. 2011. p. 558-566. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1). https://doi.org/10.1007/978-3-642-21793-7_63