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York, "Delivering Digital Content For New Generations of Research: Strategies and Challenges"

  • 1. HATHI TRUST A Shared Digital Repository !"#$%"&$'()!*+*),-& ."/)0"'"&*1-'2)-3)4"2"*&56 7+&*+"($"2)*'8)96*##"'("2 :"&";<)=-&> .?7@AB?70),-&C; DED)D''C*#)FGHG ?'+&-8C51-' • !$($+*#)4"I-2$+-&< – ?'$1*#)3-5C2)-')8$($1J"8)K-->)*'8)L-C&'*#)5-'+"'+ – ME$(6+N)*&56$%" • 9-##"51-'2)*'8)9-##*K-&*1-' – 9-;I&"6"'2$%")5-##"51-' – 76*&"8)2+&*+"($"2 – E-5*#)2"&%$5"2 – OCK#$5)0--8 9-'+"'+)!$2+&$KC1-' PQHRSQTRT)U)V-+*# HQHRRQPPR)U)OCK#$5)!-;*$' W)D2)-3):C'")HTQ)FGHG E*'(C*(")!$2+&$KC1-')XHY W)D2)-3):C'")HTQ)FGHG E*'(C*(")!$2+&$KC1-')XFY V6")'"Z+)[G #*'(C*("2);*>")CI HS])-3)+-+*# W)D2)-3):C'")HTQ)FGHG @&$($'*1'()?'21+C1-' W)D2)-3):C'")HTQ)FGHG
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  • 3. SEASR Architecture )!"#$"%&%'( )*+',-.*/-0"%12%3+-('+,4',+& `"*'8&")?'3&*2+&C5+C&" d$2C*#$J*1-' 9-;I-'"'+)4"I-2$+-&< 9-;I-'"'+)!$25-%"&< `"*'8&")!*+*_?'+"'2$%"),#-/2 DII2 7"&%$5"2O#C($'2 e"K DII2 D'*#<152!*+* 5&6&."$&+17"".( 8&$"(*'"+*&( 5-'- 9%-.:(*( !"#$"%&%'( ;."<( =(&+12%'&+3-4&( !.",>1!"#$,0%? )*(,-.*/-0"%( `"*'8&")e-&>K"'56 SEASR @ Work – Tag Cloud • Count tokens • Filter options supported • Stem words SEASR @ Work – Entity Mash-up • Entity Extraction with OpenNLP or Stanford NER • Locations viewed on Google Map • Dates viewed on Simile Timeline SEASR @ Work – Entities To Network • Identify entities • Define relationships between entities within same sentence SEASR @ Work – Text Clustering • Clustering of Text by token counts • Filtering options for stop words, Part of Speech • Dendogram Visualization
  • 4. SEASR @ Work – Audio Analysis • NEMA: Executes a SEASR flow for each run – Loads audio data – Extracts features for every 10 sec moving window of audio – Loads and applies the models – Sends results back to the WebUI • NESTER: Annotation of Audio via Spectral Analysis SEASR @ Work – Zotero • Plugin to Firefox • Zotero manages the collection • Launch SEASR Analytics – Citation Analysis uses the JUNG network importance algorithms to rank the authors in the citation network that is exported as RDF data from Zotero to SEASR – Zotero Export to Fedora through SEASR – Saves results from SEASR Analytics to a Collection • Launch MONK Processing – MONK DB Ingestion Workflow SEASR @ Work – Emotion Tracking 0-*#)$2)+-)6*%")+6$2)+<I")-3)d$2C*#$J*1-')+-)+&*5>)";-1-'2)*5&-22 *)+"Z+)8-5C;"'+)XE"%"&*($'()f*&"gI&"3C2"g-&(Y Sentiment Analysis: Visualization O"&2-')cZ+&*51-'h 75-ij2)!"#$%&$'Q)(#")*+$Q)*'8),*$-.$"%/-+0-123&+/*2")g E-5*1-')cZ+&*51-'h V-Ih)e*#+"&)75-ij2)!"#$%&$' B-i-;h)`*&$*)c8("/-&+6j2)4"5/&$-6"78%$)/