A smart movie recommendation system

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

doi:10.1007/978-3-642-21793-7_63

A smart movie recommendation system

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

Department of Computer Science

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

9 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 language	English
Title of host publication	Human Interface and the Management of Information
Subtitle of host publication	Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011, Proceedings
Pages	558-566
Number of pages	9
Edition	PART 1
DOIs	https://doi.org/10.1007/978-3-642-21793-7_63
Publication status	Published - 2011
Event	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 Duration: 2011 Jul 9 → 2011 Jul 14

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 1
Volume	6771 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	Human Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011
Country	United States
City	Orlando, FL
Period	11/7/9 → 11/7/14

All Science Journal Classification (ASJC) codes

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-642-21793-7_63

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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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title = "A smart movie recommendation system",

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.",

author = "Ko, {Sang Ki} and Choi, {Sang Min} and Eom, {Hae Sung} and Cha, {Jeong Won} and Hyunchul Cho and Laehyum Kim and Han, {Yo Sub}",

note = "Copyright: Copyright 2011 Elsevier B.V., All rights reserved.; Human Interface and the Management of Information: Interacting with Information - Symposium on Human Interface 2011, Held as Part of HCI International 2011 ; Conference date: 09-07-2011 Through 14-07-2011",

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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 proceeding › Conference contribution

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AB - 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.

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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