ALA Rennick 2019-06-22

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Connecting Crowdsourced Audio Recording Metadata with MARC Records Brian Rennick Brigham Young University June 22, 2019 ALCTS CaMMS Catalog Management Interest Group ALA Annual Washington DC Discogs Fields Used for Matching Title: ChangesOneBowie Format: (LP, Comp) Label: RCA Victor Cat#: APL1-1732 Country: US Year: 1976 MARC Fields Used for Matching 028 02 $a APL1-1732 $b RCA Victor 245 10 $a Changesonebowie / $c David Bowie. 260 ## $a New York, N.Y. : $b RCA Victor, $c [1976] 650 #0 $a Rock music $y 1971-1980. 655 #0 $a Popular music $y 1971-1980. Discogs Data Files • Monthly dump • Artists, labels, masters, releases • 45 GB XML releases file • 14 million releases Discogs Data Transformation • Python script • Filtered out unnecessary tags • Removed recordings after 1979 and all classical music • Tab-separated values (TSV) file with 1.2 million records • Used OpenRefine to identify problem records • Converted to SQL database OpenRefine Clustering • "... finding groups of different values that might be alternative representations of the same thing" • "New York" and "new york" • "Gödel" and "Godel" • Key collision methods • Multiple fingerprinting algorithms See the OpenRefine wiki for details. Custom Fingerprinting to Match Records Method • Loop through each MARC record. • For each of the MARC records, query the Discogs SQL database using the record label catalog number as the key. • Loop through each of the SQL query results to find the best match. Finding the Best Match • Title fingerprints or Artist fingerprints must match. • Genre and Style fields must be complete. • Prioritize by Country. • Write to the error log if no match is found. Thank you! [email protected] @rennickb.

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