Context-based global and local trust metric applied on a movie recommender system / (Record no. 2695)

MARC details
000 -LEADER
fixed length control field 02253nam a22003133a 4500
001 - CONTROL NUMBER
control field UPMIN-00006023628
003 - CONTROL NUMBER IDENTIFIER
control field UPMIN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230117164415.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 221014b |||||||| |||| 00| 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Transcribing agency UPMin
Modifying agency upmin
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
090 #0 - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) LG 993.5 2011
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) C6 G85
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Guillermo, Miguel Carlo Saludares.
9 (RLIN) 1381
245 ## - TITLE STATEMENT
Title Context-based global and local trust metric applied on a movie recommender system /
Statement of responsibility, etc. Miguel Carlo Saludares Guillermo.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Date of publication, distribution, etc. 2011
300 ## - PHYSICAL DESCRIPTION
Extent 65 leaves.
502 ## - DISSERTATION NOTE
Dissertation note Thesis (BS Computer Science) -- University of the Philippines Mindanao, 2011
520 3# - SUMMARY, ETC.
Summary, etc. This study focused on the idea of applying a trust metric and a recommendation engine for a recommendation system. The study resulted in developing a trust metric and a recommendation algorithm that is based on a user's trust network. The system's aim is to propose a trust metric function capable of predicting trust values for a user to be given an idea on how much another user is trustworthy, a recommendation engine that recommends movies to users that are both acceptable and appealing, and being able to integrate and test both by integrating both t a movie information system. The trust metric bases its prediction on the rating behavior of users towards movies in the online Movie Recommender System (oMRS), the movie information system being used, and that certain user's reputation. Having users to rate movies in the oMRS, the most rated genre will be the context used for personalized movie recommendations, and either the global or local trust network, depending n how many other users a certain user trusts, will further provide more personalized movie recommendations. The trust metric and the recommendation engine were implemented using HTML and PHP, integrated to the oMRS, also implemented using HTML and PHP, and both uses MySQL for database usage.
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Movie Recommender System (oMRS)
9 (RLIN) 1382
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Trust metric.
9 (RLIN) 1383
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Trust.
9 (RLIN) 1384
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Reputation.
9 (RLIN) 1385
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Recommender system.
9 (RLIN) 1386
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Rating system.
9 (RLIN) 1387
658 ## - INDEX TERM--CURRICULUM OBJECTIVE
Main curriculum objective Undergraduate Thesis
Curriculum code CMSC200,
Source of term or code BSCS
905 ## - LOCAL DATA ELEMENT E, LDE (RLIN)
a Fi
905 ## - LOCAL DATA ELEMENT E, LDE (RLIN)
a UP
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Thesis
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Status Collection Home library Current library Shelving location Date acquired Source of acquisition Accession Number Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Library of Congress Classification   Not For Loan Preservation Copy University Library University Library Archives and Records 2014-03-06 donation UAR-T-gd1955   LG 993.5 2011 C6 G85 3UPML00033556 2022-10-05 2022-10-05 Thesis
    Library of Congress Classification   Not For Loan Room-Use Only College of Science and Mathematics University Library General Reference 2011-12-07 donation CSM-T-gd2759   LG 993.5 2011 C6 G85 3UPML00012766 2022-10-05 2022-10-05 Thesis
 
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