MDL Open Recommender API - Analysis

Requirements

Requires Python 2.7

Required packages can be installed using pip: pip install -r requirements.txt

Running

python Analyser.py {Path to RARD Dataset}

Dataset

The RARDII dataset is available at https://dataverse.harvard.edu/dataverse/Mr_DLib

Metrics

	May-17	Jun-17	Jul-17	Aug-17	Sep-17	Oct-17	Nov-17	Dec-17	Jan-18	Feb-18	Mar-18
Jabref CTR	0.823%	0.760%	0.415%	0.603%	0.340%	0.240%	0.163%	0.179%	0.159%	0.201%	0.171%
Jabref CORE CTR	0.000%	0.694%	0.401%	0.534%	0.294%	0.278%	0.192%	0.221%	0.208%	0.165%	0.177%
Mr. DLib Jabref CTR	0.826%	0.760%	0.419%	0.631%	0.360%	0.222%	0.152%	0.163%	0.139%	0.214%	0.168%
Mr. DLib Jabref CBF Terms CTR	0.832%	0.762%	0.424%	0.639%	0.353%	0.220%	0.150%	0.162%	0.139%	0.214%	0.168%
Mr. DLib Sowiport CTR	0.119%	0.107%	0.100%	0.097%	0.128%	0.147%	0.139%	0.110%	0.065%	0.024%	0.013%
Jabref Delivered	16888	22381	21668	27508	24672	130581	141880	125137	172798	143896	159996
Jabref Clicked	139	170	90	166	84	313	231	224	275	289	273
Jabref CORE Delivered	54	144	4487	7869	7154	40240	38466	33988	49456	38763	40637
Jabref CORE Clicked	0	1	18	42	21	112	74	75	103	64	72
Mr. DLib Jabref Delivered	16834	22237	17181	19639	17518	90341	103414	91149	123342	105133	119359
Mr. DLib Jabref Clicked	139	169	72	124	63	201	157	149	172	225	201
Mr. DLib Jabref CBF Terms Delivered	16580	22049	16998	19411	17299	87747	100810	88710	120558	102587	116344
Mr. DLib Jabref CBF Terms Clicked	138	168	72	124	61	193	151	144	168	220	195
Mr. DLib Sowiport Delivered	2873914	2581456	2436499	2396723	1867298	2236312	2676688	2375750	3423862	941498	1686766
Mr. DLib Sowiport Clicked	3431	2775	2432	2314	2396	3286	3718	2607	2219	223	211