Highlighting the Importance of Big Data Management and Analysis for Various Applications. (Record no. 1013642)

001 - CONTROL NUMBER
control field EBC4982837
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
additional material characteristics m o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 171119s2017 xx o ||||0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319602554
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9783319602547
035 ## - SYSTEM CONTROL NUMBER
System control number (MiAaPQ)EBC4982837
035 ## - SYSTEM CONTROL NUMBER
System control number (Au-PeEL)EBL4982837
035 ## - SYSTEM CONTROL NUMBER
System control number (CaPaEBR)ebr11428258
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1002115468
040 ## - CATALOGING SOURCE
Original cataloging agency MiAaPQ
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency MiAaPQ
Modifying agency MiAaPQ
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number HF4999.2-6182
082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 650
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) HF4999.2-6182
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Moshirpour, Mohammad.
245 10 - TITLE STATEMENT
Title Highlighting the Importance of Big Data Management and Analysis for Various Applications.
264 #1 -
-- Cham :
-- Springer International Publishing,
-- 2017.
264 #4 -
-- ©2018.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (168 pages)
336 ## - Content
Term text
Code txt
Content rdacontent
337 ## - Media
Term computer
Code c
Media rdamedia
338 ## - Carrier
Term online resource
Code cr
Carrier rdacarrier
490 0# - SERIES STATEMENT
Series statement eBooks on Demand
490 1# - SERIES STATEMENT
Series statement Studies in Big Data ;
Volume number/sequential designation v.27
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Contents -- Big Data Analytics of Social Network Data: Who Cares Most About You on Facebook? -- 1 Introduction -- 2 Background and Related Works -- Frequent Pattern Mining -- Social Networking Analysis -- 3 Who Cares Most About You on Facebook? -- Extraction of Social Data -- Inclusion of Relevant Contents in the Discovery of Most Interactive Friends -- Discovery of Most Interactive Friends -- 4 Evaluation -- 5 Conclusions -- References -- Characterizing and Predicting Yelp Users' Behavior -- 1 Introduction -- 2 Background and Related Work -- 3 Yelp Dataset -- 4 Categorization and Characterization of User Groups -- 5 Impact of Business Type on Users' Characteristics -- 6 Predicting User Behavior -- 7 Discussion and Concluding Remarks -- Appendix -- References -- Composite Visualization Features in PEVNET: A Framework for Visualization of Criminal Networks -- 1 Introduction -- 2 Types of Composites -- Component Composite -- Virtual Composite -- Computed Composite -- Relation Composites -- Reference Composites -- Overlapping Composites -- 3 Composite Design Issues -- 4 Case Study -- 5 Composite Features in PEVNET -- Grouping the Selected Nodes -- Merging a Group into Another Group -- Un-Grouping Group -- 6 Conclusion -- References -- Effective Customer Relationship Management at ATB Financial: A Case Study on Industry-Academia Collaboration in Data Analytics -- 1 Introduction -- 2 The Collaboration Project -- 3 Modeling from Performing Interviews -- 4 Analytics Design Sheet -- 5 Goal-Oriented Analysis -- 6 Analogy-Based Effort Estimation -- Methodology -- 7 Prediction of Processing Time for New Opportunities -- Data Collection -- Results -- 8 Sales Prediction -- Process Steps Applied -- Experimental Set Up -- Results and Analysis -- 9 Conclusions -- Challenges Facing Data Access and Integration -- Need for Continuous Expert Feedback.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note Outcomes and Future Directions -- References -- Effective Personnel Selection and Team Building Using Intelligent Data Analytics -- 1 Introduction -- 2 Background -- 3 Methodology -- Extraction of Common Associations Among Personality Traits of Ideal Team Members -- Construction of Classifier to Predict Potential Team Member -- 4 Experimental Results -- 5 Conclusion and Future Work -- References -- Extracting Relevant Information from Big Data to Anticipate Forced Migration -- 1 Introduction and Related Work -- 2 Data Set -- 3 Approaches -- Using BM25 to Find Relevant Documents to the Events -- Using Latent Dirichlet Allocation to Extract Topics from Relevant Documents -- Analyzing the Relevant Topics to Anticipate Forced Migration -- 4 Case Studies -- Topics in the Relevant Data Sets -- Location Information from Documents -- 5 Conclusions and Future Work -- References -- Implicit Social Networks for Social Recommendation of ScholarlyPapers -- 1 Introduction -- 2 Related Work -- 3 Proposed Implicit Social Networks -- Network 1: Readership Implicit Social Network -- Network 2: Co-readership Implicit Social Network -- Network 3: Tag-Based Implicit Social Network -- Propagation of Relations within Network -- 4 Dataset, Experiments and Results -- Dataset -- Similarity Measures for User Interests -- Experiments and Results -- Comparison of Interest Similarity among the Three Networks -- Impact of the Relation Distance on Users' Interest Similarity -- Comparison Between Implicit Social Networks and Explicit Social Networks -- 5 Conclusion and Future Work -- References -- The Effect of Corpora Size on Performance of Named EntityRecognition -- 1 Introduction -- 2 State of the Art -- Stanford Named Entity Recognizer (SNER) -- Illinois Named Entity Tagger (INET) -- LingPipe (LIPI) -- 3 Methodology -- Description of the Corpus -- Evaluation.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 4 Experiments and Results -- Preparation -- Time Consumption -- Quality Comparision -- Performance -- 5 Conclusion and Future Work -- References -- Time Series Analysis for the Most Frequently Mentioned Biomarkers in Breast Cancer Articles -- 1 Introduction -- 2 Dataset -- 3 Research Question and Expected Outcome -- 4 Statistical Analytical Tools -- Autoregressive Integrated Moving Average Model (ARIMA) box2015time -- Dickey-Fuller Test -- Autocorrelation Function (ACF) and Partial Autocorrelation Function (PACF) box2015time -- Akaike Information Criterion akaike1998information -- Box-Jenkins Approach box2015time -- 5 Methodology and Results -- 6 Discussion and Future Work -- References -- Transportation Engineering on Social Question and Answer Websites: An Empirical Case Study -- 1 Introduction and Related Work -- 2 Study Procedure -- Research Questions -- Data Collection and Preparation -- Step 1: Data Collection for Frequency Analysis -- Step 2: Identifying Search Strings -- Step 3: Data Collection from Q&A Sites -- Data Preparation -- 3 Data Analysis -- 4 Evaluation -- Word Intrusion -- Topic Intrusion -- 5 Results and Findings -- RQ1: The Main Categories of Discussion Topics About TE Among Software Practitioners -- RQ2: Implications for Researchers and Practitioners -- 6 Threats to Validity -- 7 Discussion and Conclusion -- References -- Papers Used for Frequency Data Analysis (Table 1) -- Understanding Health Service Delivery Using Spatio-Temporal Patient Mobility Data -- 1 Introduction -- 2 Data and Methods -- Data Description and Preparation -- Mobility Parameters -- Graphic Demonstration of Mobility -- Clustering Mobility Patterns -- 3 Results and Discussion -- General Mobility Patterns -- Temporal Mobility Patterns -- Clustering Results -- 4 Conclusions and Future Research Directions -- References.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note WaterVis: GeoVisual Analytics for Exploring Hydrological Data -- 1 Introduction -- 2 Related Work -- 3 WaterVis -- Design -- Data -- User Interface -- Visualizations -- Hydrological Data Exploration Scenario -- Architecture and Implementation -- 4 Discussion -- 5 Summary -- References -- Index.
588 ## -
-- Description based on publisher supplied metadata and other sources.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Far, Behrouz.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Alhajj, Reda.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading Moshirpour, Mohammad
Title Highlighting the Importance of Big Data Management and Analysis for Various Applications
Place, publisher, and date of publication Cham : Springer International Publishing,c2017
International Standard Book Number 9783319602547
797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN)
Corporate name or jurisdiction name as entry element ProQuest (Firm)
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Studies in Big Data
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://ebookcentral.proquest.com/lib/uttyler/detail.action?docID=4982837">http://ebookcentral.proquest.com/lib/uttyler/detail.action?docID=4982837</a>
Link text Click here to view this ebook.
901 ## - LOCAL DATA ELEMENT A, LDA (RLIN)
Platform EBC
901 ## - LOCAL DATA ELEMENT A, LDA (RLIN)
Platform EBL
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Electronic Book
Source of classification or shelving scheme
Holdings
Withdrawn status Lost item Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Shelving location Date acquired Full call number Barcode Date last seen Uniform Resource Identifier Price effective from Koha item type
          UT Tyler Online UT Tyler Online Online 2017-11-20 HF4999.2-6182 EBC4982837 2017-11-20 http://ebookcentral.proquest.com/lib/uttyler/detail.action?docID=4982837 2017-11-20 Electronic Book