Publication Date

8-24-2018

Resource Type

Software

Abstract

This archive contains the scripts to replicate the experiment for our paper ["Can we leverage rating patterns from traditional users to enhance recommendations for children?" published in ACM RecSys by - Ion Madrazo Azpiazu, Michael Green, Oghenemaro Anuyah, and Maria Soledad Pera.]

### Requirements - Java - An R, Jupyter, Python, and Tidyverse installation. - The [MovieLens 1M](https://grouplens.org/datasets/movielens/) dataset, extracted into Data/input (you should have directory Data/ml-1m) - The Dogo dataset (or any dataset containing ratings provided by children) extracted into Data/input

### Instructions - Steps to run: - Install required software and data files enlisted in requirements. These directories and files should be present upon doing so: -Data/input/ml-1m (e.g. data/ml-1m/ratings.dat) -Data/input/Dogo (e.g., any children ratings file) - Run Jupyter notebook: - Create_Experimental_Datasets/Data_creation_notebook.ipynb - Run LibReC Experiment: - Input_Analysis/ - Visualize user-rating activity: - Rating_Distribution_Dogo_ML1M.ipynb

DOI

https://doi.org/10.18122/cs_scripts/6/boisestate

Rights/License/Use

CC-BY-NC

Disclaimer of Warranty

BOISE STATE UNIVERSITY MAKES NO REPRESENTATIONS ABOUT THE SUITABILITY OF THE INFORMATION CONTAINED IN OR PROVIDED AS PART OF THE SYSTEM FOR ANY PURPOSE. ALL SUCH INFORMATION IS PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND. BOISE STATE UNIVERSITY HEREBY DISCLAIMS ALL WARRANTIES AND CONDITIONS WITH REGARD TO THIS INFORMATION, INCLUDING ALL WARRANTIES AND CONDITIONS OF MERCHANTABILITY, WHETHER EXPRESS, IMPLIED OR STATUTORY, FITNESS FOR A PARTICULAR PURPOSE, TITLE AND NON-INFRINGEMENT.

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THE INFORMATION PROVIDED BY THE SYSTEM COULD INCLUDE TECHNICAL INACCURACIES OR TYPOGRAPHICAL ERRORS. CHANGES ARE PERIODICALLY ADDED TO THE INFORMATION HEREIN. COMPANY AND/OR ITS RESPECTIVE SUPPLIERS MAY MAKE IMPROVEMENTS AND/OR CHANGES IN THE PRODUCT(S) AND/OR THE PROGRAM(S) DESCRIBED HEREIN AT ANY TIME, WITH OR WITHOUT NOTICE TO YOU.

BOISE STATE UNIVERSITY DOES NOT MAKE ANY ASSURANCES WITH REGARD TO THE ACCURACY OF THE RESULTS OR OUTPUT THAT DERIVES FROM USE OF THE SYSTEM.

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