Availability: Data Science - analytics and applications

Data Science - analytics and applications: proceedings of the 1st International Data Science Conference - iDSC2017

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Bibliographic Details
Corporate Author:	International Data Science Conference Salzburg (Author)
Other Authors:	Haber, Peter (Editor), Lampoltshammer, Thomas (Editor), Mayr, Manfred (Editor)
Format:	Conference Proceedings Book
Language:	English
Published:	Wiesbaden Springer Vieweg [2017]
Subjects:	Verbraucherverhalten Systemplattform Text Mining Benutzerverhalten Datenanalyse Produktion Data Mining Konferenzschrift > 2017 > Salzburg
Links:	http://d-nb.info/1142412628/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030148150&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	XVI, 112 Seiten Illustrationen, Diagramme 27 cm
ISBN:	9783658192860

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MARC


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Record in the Search Index

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adam_text	TABLE OF CONTENT GERMAN ABSTRACTS........................................................... 1 FULL PAPERS - DOUBLE BLIND REVIEWED................................................................................................. 9 REASONING AND PREDICTIVE ANALYTICS ................................................... 11 CIRCADIAN CYCLES AND WORK UNDER PRESSURE: A STOCHASTIC PROCESS MODEL FOR E-LEAMING POPULATION DYNAMICS..........................................13 CESAR OJEDA, RAFET SIFA AND CHRISTIAN BAUCKHAGE INVESTIGATING AND FORECASTING USER ACTIVITIES IN NEWSBLOGS: A STUDY OF SEASONALITY, VOLATILITY AND ATTENTION BURST...........................................................19 CESAR OJEDA, RAFET SIFA AND CHRISTIAN BAUCKHAGE KNOWLEDGE-BASED SHORT-TERM LOAD FORECASTING FOR MARITIME CONTAINER TERMINALS ............. 25 NORMAN IHLE AND AXEL HAHN DATA ANALYTICS IN COMMUNITY NETWORKS............................................................................................ 31 BEYOND SPECTRAL CLUSTERING: A COMPARATIVE STUDY OF COMMUNITY DETECTION FOR DOCUMENT CLUSTERING ............................. 33 CESAR OJEDA, RAFET SIFA, KOSTADIN CVEJOSKI AND CHRISTIAN BAUCKHAGE THIRD PARTY EFFECT: COMMUNITY BASED SPREADING IN COMPLEX NETWORKS ............................... 39 CESAR OJEDA, SHUBHAM AGARWAL, RAFET SIFA AND CHRISTIAN BAUCKHAGE COSINE APPROXIMATE NEAREST NEIGHBORS................................................................................... 45 DAVID C. ANASTASIU DATA ANALYTICS THROUGH SENTIMENT ANALYSIS...................................................................................... 51 INFORMATION EXTRACTION ENGINE FOR SENTIMENT-TOPIC MATCHING IN PRODUCT INTELLIGENCE APPLICATIONS........................................... 53 CORNELIA FERNER, WERNER POMWENGER, STEFAN WEGENKITTL, MARTIN SCHNOELL, VERONIKA HAAF AND ARNOLD KELLER TOWARDS GERMAN WORD EMBEDDINGS: A USE CASE WITH PREDICTIVE SENTIMENT ANALYSIS ........ 59 EDUARDO BRITO, RAFET SIFA, KOSTADIN CVEJOSKI, CESAR OJEDA AND CHRISTIAN BAUCKHAGE USER/CUSTOMER-CENTRIC DATA ANALYTICS............................................................................................... 63 FEATURE EXTRACTION AND LARGE ACTIVITY-SET RECOGNITION USING MOBILE PHONE SENSORS .......... 65 WASSIM EL HAJJ, GHASSEN BEN BRAHIM, CYNTHIA EL-HAYEK AND HAZEM HAJJ THE CHOICE OF METRIC FOR CLUSTERING OF ELECTRICAL POWER DISTRIBUTION CONSUMERS ................ 71 NIKOLA OBRENOVIC, GORAN VIDAKOVIC AND IVAN LUKOVIC EVOLUTION OF THE BITCOIN ADDRESS GRAPH................................................................................... 77 ERWIN FILTZ, AXEL POLLERES, ROMAN KARL AND BERNHARD HASLHOFER DATA ANALYTICS IN INDUSTRIAL APPLICATION SCENARIOS ......................................................................... 83 A REFERENCE ARCHITECTURE FOR QUALITY IMPROVEMENT IN STEEL PRODUCTION................................85 DAVID AM U, EDWIN YAQUB, CLAUDIO MOCCI, VALENTINA COLLA, MARCUS NEUER, GABRIEL FRICOUT, XAVIER RENARD, CHRISTOPHE MOZZATI AND PATRICK GALLINARI ANOMALY DETECTION AND STRUCTURAL ANALYSIS IN INDUSTRIAL PRODUCTION ENVIRONMENTS ............. 91 MARTIN ATZMUELLER, DAVID AMU AND ANDREAS SCHMIDT SEMANTICALLY ANNOTATED MANUFACTURING DATA TO SUPPORT DECISION MAKING IN INDUSTRY 4.0: A USE-CASE DRIVEN APPROACH................................................................................................. 97 STEFAN SCHABUS AND JOHANNES SCHOLZ SHORT PAPERS AND STUDENT CONTRIBUTIONS ........................................................................................ 103 IMPROVING MAINTENANCE PROCESSES WITH DATA SCIENCE HOW MACHINE LEARNING OPENS UP NEW POSSIBILITIES............................................................105 DORIAN PRILL, SIMON KRANZER, ROBERT MERZ OURFRAME - A GRAPHICAL WORKFLOW TOOL FOR R ...................................................................... 109 MARCO GRUBER, ELISABETH BIRNBACHER AND TOBIAS FELLNER SENTIMENT ANALYSIS - A STUDENTS POINT OF VIEW..................................................................... I L L HOFER DOMINIK
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author2	Haber, Peter Lampoltshammer, Thomas Mayr, Manfred
author2_role	edt edt edt
author2_variant	p h ph t l tl m m mm
author_corporate	International Data Science Conference Salzburg
author_corporate_role	aut
author_facet	Haber, Peter Lampoltshammer, Thomas Mayr, Manfred International Data Science Conference Salzburg
author_sort	International Data Science Conference Salzburg
building	Verbundindex
bvnumber	BV044752526
classification_rvk	ST 600
ctrlnum	(OCoLC)1021345305 (DE-599)DNB1142412628
dewey-full	006.312
dewey-hundreds	000 - Computer science, information, general works
dewey-ones	006 - Special computer methods
dewey-raw	006.312
dewey-search	006.312
dewey-sort	16.312
dewey-tens	000 - Computer science, information, general works
discipline	Informatik
format	Conference Proceeding Book
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spellingShingle	Data Science - analytics and applications proceedings of the 1st International Data Science Conference - iDSC2017 Verbraucherverhalten (DE-588)4062644-1 gnd Systemplattform (DE-588)4674460-5 gnd Text Mining (DE-588)4728093-1 gnd Benutzerverhalten (DE-588)4122898-4 gnd Datenanalyse (DE-588)4123037-1 gnd Produktion (DE-588)4047347-8 gnd Data Mining (DE-588)4428654-5 gnd
subject_GND	(DE-588)4062644-1 (DE-588)4674460-5 (DE-588)4728093-1 (DE-588)4122898-4 (DE-588)4123037-1 (DE-588)4047347-8 (DE-588)4428654-5 (DE-588)1071861417
title	Data Science - analytics and applications proceedings of the 1st International Data Science Conference - iDSC2017
title_auth	Data Science - analytics and applications proceedings of the 1st International Data Science Conference - iDSC2017
title_exact_search	Data Science - analytics and applications proceedings of the 1st International Data Science Conference - iDSC2017
title_full	Data Science - analytics and applications proceedings of the 1st International Data Science Conference - iDSC2017 Peter Haber, Thomas Lampoltshammer, Manfred Mayr (Eds.)
title_fullStr	Data Science - analytics and applications proceedings of the 1st International Data Science Conference - iDSC2017 Peter Haber, Thomas Lampoltshammer, Manfred Mayr (Eds.)
title_full_unstemmed	Data Science - analytics and applications proceedings of the 1st International Data Science Conference - iDSC2017 Peter Haber, Thomas Lampoltshammer, Manfred Mayr (Eds.)
title_short	Data Science - analytics and applications
title_sort	data science analytics and applications proceedings of the 1st international data science conference idsc2017
title_sub	proceedings of the 1st International Data Science Conference - iDSC2017
topic	Verbraucherverhalten (DE-588)4062644-1 gnd Systemplattform (DE-588)4674460-5 gnd Text Mining (DE-588)4728093-1 gnd Benutzerverhalten (DE-588)4122898-4 gnd Datenanalyse (DE-588)4123037-1 gnd Produktion (DE-588)4047347-8 gnd Data Mining (DE-588)4428654-5 gnd
topic_facet	Verbraucherverhalten Systemplattform Text Mining Benutzerverhalten Datenanalyse Produktion Data Mining Konferenzschrift 2017 Salzburg
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