MARC details
000 -LEADER |
fixed length control field |
05098cam a2200589Ii 4500 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
OCoLC |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20240806150320.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
210908s2021 sz a o 101 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783030865344 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
3030865347 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Cancelled/invalid ISBN |
9783030865337 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Cancelled/invalid ISBN |
3030865339 |
041 ## - LANGUAGE CODE |
Language |
English |
049 ## - LOCAL HOLDINGS (OCLC) |
Holding library |
MAIN |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
UN |
Source |
bicssc |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
COM021000 |
Source |
bisacsh |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
UN |
Source |
thema |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
UMT |
Source |
thema |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
005.74 |
Edition number |
23 |
Item number |
GOL |
245 10 - TITLE STATEMENT |
Title |
Big data analytics and knowledge discovery : |
Remainder of title |
23rd international conference, DaWaK 2021 virtual event, September 27-30, 2021 : proceedings / |
Statement of responsibility, etc |
Matteo Golfarelli, Robert Wrembel, Gabriele Kotsis, A Min Tjoa, Ismail Khalil (eds.). |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
Cham : |
Name of publisher, distributor, etc |
Springer, |
Date of publication, distribution, etc |
2021. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 online resource : |
Other physical details |
illustrations (chiefly color). |
500 ## - GENERAL NOTE |
General note |
International conference proceedings. |
500 ## - GENERAL NOTE |
General note |
Includes author index. |
505 0# - FORMATTED CONTENTS NOTE |
Contents |
Performance -- Bounding Box Representation of Co-Location Instances for L-infinity Induced Distance Measure -- Benchmarking Data Lakes Featuring Structured and Unstructured Data with DLBench -- Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL -- Selecting Subexpressions to Materialize for Dynamic Large-scale Workloads -- Prediction Techniques -- A Chain Composite Item Recommender for Lifelong Pathways -- Health Analytics on COVID-19 Data with Few-Shot Learning -- Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory -- Knowledge Representation -- Universal Storage Adaption for Distributed RDF-triple Stores -- RDF Data Management is an Analytical Market, not a Transaction one -- Document Ranking for Curated Document Databases using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank -- Advanced Analytics -- Contextual and Behavior Factors Extraction from Pedestrian Encounter Scenes Using Deep Language Models -- Spark based Text Clustering Method using Hashing -- Impact of textual data augmentation on linguistic pattern extraction to improve the idiomaticity of extractive summaries -- Explainability in Irony Detection -- Efficient Graph Analytics in Python for Large-scale Data Science -- Machine Learning and Deep Learning -- A New Accurate Clustering Approach for Detecting Different Densities in High Dimensional Data -- ODCA: an Outlier Detection Approach to Deal with Correlated Attributes -- A Novel Neurofuzzy Approach for Semantic Similarity Measurement -- Data Warehouse Processes and Maintenance -- Integrated Process Data and Organizational Data Analysis for Business Process Improvement -- Smart-Views: Decentralized OLAP View Management using Blockchains -- A workload-aware change data capture framework for data warehousing -- Machine Learning and Analtyics -- Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification -- Filter-based Feature Selection Methods for Industrial Sensor Data: A Review -- A Declarative Framework for mining Top-k High Utility Itemsets -- Multi-label Feature Selection Algorithm via Maximizing Label Correlation-aware Relevance and Minimizing Redundance with Mutation Binary Particle Swarm Optimization -- Mining Partially-Ordered Episode Rules with the Head Support -- Boosting Latent Inference of Resident Preference from Electricity Usage - A Demonstration on Online Advertisement Strategies. |
520 ## - SUMMARY, ETC. |
Summary, etc |
This volume LNCS 12925 constitutes the papers of the 23rd International Conference on Big Data Analytics and Knowledge Discovery, held in September 2021. Due to COVID-19 pandemic it was held virtually. The 12 full papers presented together with 15 short papers in this volume were carefully reviewed and selected from a total of 71 submissions. The papers reflect a wide range of topics in the field of data integration, data warehousing, data analytics, and recently big data analytics, in a broad sense. The main objectives of this event are to explore, disseminate, and exchange knowledge in these fields. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Big data |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Data mining |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Golfarelli, Matteo, |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Wrembel, Robert, |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Kotsis, Gabriele, |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Tjoa, A Min, |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Khalil, Ismail, |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-86534-4">https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-86534-4</a> |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
General Books |
111 2# - MAIN ENTRY--MEETING NAME |
Meeting name or jurisdiction name as entry element |
DaWaK (Conference) |
Number of part/section/meeting |
(23rd : |
Date of meeting |
2021 : |
Location of meeting |
Online) |
246 30 - VARYING FORM OF TITLE |
Title proper/short title |
DaWaK 2021. |
490 1# - SERIES STATEMENT |
Series statement |
Lecture notes in computer science ; |
Volume number/sequential designation |
12925. |
490 1# - SERIES STATEMENT |
Series statement |
LNCS sublibrary: SL3 - Information systems and applications, incl. Internet/Web, and HCI. |
506 ## - RESTRICTIONS ON ACCESS NOTE |
Terms governing access |
Access restricted to subscribing institutions. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Form subdivision |
Congresses. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Form subdivision |
Congresses. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Relator term |
editor. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Relator term |
editor. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Dates associated with a name |
1967- |
Relator term |
editor. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Relator term |
editor. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Dates associated with a name |
1960- |
Relator term |
editor. |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
Lecture notes in computer science ; |
Volume number/sequential designation |
12925. |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
LNCS sublibrary. |
Number of part/section of a work |
SL 3, |
Name of part/section of a work |
Information systems and applications, incl. Internet/Web, and HCI. |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Public note |
Connect to e-book |
907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) |
a |
.b38091963 |