Information Management and Big Data (Record no. 61109)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 06586nam a22006855i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-63616-5 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251030112338.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240628s2024 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783031636165 |
| -- | 978-3-031-63616-5 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-031-63616-5 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TK5105.5-5105.9 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UKN |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM043000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UKN |
| Source | thema |
| 245 10 - TITLE STATEMENT | |
| Title | Information Management and Big Data |
| Medium | [electronic resource] : |
| Remainder of title | 10th Annual International Conference, SIMBig 2023, Mexico City, Mexico, December 13–15, 2023, Proceedings / |
| Statement of responsibility, etc. | edited by Juan Antonio Lossio-Ventura, Eduardo Ceh-Varela, Genoveva Vargas-Solar, Ricardo Marcacini, Claude Tadonki, Hiram Calvo, Hugo Alatrista-Salas. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer Nature Switzerland : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XIX, 348 p. 110 illus., 87 illus. in color. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Communications in Computer and Information Science, |
| International Standard Serial Number | 1865-0937 ; |
| Volume/sequential designation | 2142 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1 Parallel EvoCluster: An Open-Source Parallel Nature-Inspired Optimization Clustering -- 2 Expanding Chemical Representation with k-mers and Fragment based Fingerprints for Molecular Fingerprinting -- 3 Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information -- 4 Multivariable-unistep Prediction of Travel Times in Public Transport Buses Using LSTM and Convolutional LSTM -- 5 Reinforcement Learning & Biologically Inspired Artificial Neural Networks -- 6 Efficient Classification of SARS-CoV-2 Spike Sequences Using Federated Learning -- 7 Comparing Incremental Learning Approaches for a Growing Sign Language Dictionary -- 8 User-agnostic Model for Retweets Prediction Based on Graph Embedding Representation of Social Neighborhood Information -- 9 CollabVR: A Social VR Architecture for Social Interaction Between College Students -- 10 Analysis of Mexican Women's Decision-making Power using Machine Learning Strategies -- 11 Design Optimization for High-performance Computing using FPGA -- 12 CLPSafe: Mobile Application for Avoid Cloned of License Plates using Deep Learning -- 13 Analyzing Sentiments and Topics on Twitter towards Rising Cost of Living -- 14 Item Response Theory In Sample Reweighting To Build Fairer Classifiers -- 15 Predicting Course Performance on a Massive Open Online Course Platform: A Natural Language Processing Approach -- 16 The Study of Human Action Recognition in Videos with Long Short Term Memory Model -- 17 Novel Algorithm to Predict Electoral Trends, Case in Mexico -- 18 A Bayesian Machine Learning Model for Predicting Uncontrolled Type 2 Diabetes Mellitus -- 19 Reviewer 2 Must be Stopped: Transformer-based Approaches for Predicting Paper Acceptance -- 20 Corporate Events Prediction Using Earning Call Transcripts -- 21 A Framework to Transform Metadata and Document-level Tabular Spatial Information and Measurement to Marine Geology Gazetteer -- 22 Visualizing Software Test Requirements Using NLP and HITL Approach -- 23 Improvement of EduBPMN Transformation Rules from an Empirical Validation -- 24 Recommendations for the Development of Augmented Reality Video Games for Children with ADHD -- 25 Comparative Analysis of GPT Models for Detecting Cyberbullying in Social Media Platforms Thread. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book constitutes the refereed proceedings of the 10th Annual International Conference on Information Management and Big Data, SIMBig 2023, held in Mexico City, Mexico, during December 13–15, 2023. The 19 full papers and 6 short papers included in this book were carefully reviewed and selected from 64 submissions. SIMBig 2023 introduced innovative approaches for analyzing and handling datasets as well as new methods based on Artificial Intelligence (AI), Data Science, Machine Learning, Natural Language Processing, Semantic Web, Data-driven Software Engineering, Health Informatics, and more. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 60157 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 58441 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| General subdivision | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| General subdivision | Data processing. |
| 9 (RLIN) | 65741 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| General subdivision | Digital techniques. |
| 9 (RLIN) | 64228 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 65689 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 58441 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 65743 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 65550 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Lossio-Ventura, Juan Antonio. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0003-0996-2356 |
| -- | https://orcid.org/0000-0003-0996-2356 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 79521 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ceh-Varela, Eduardo. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0001-6277-2741 |
| -- | https://orcid.org/0000-0001-6277-2741 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 79522 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vargas-Solar, Genoveva. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0001-9545-1821 |
| -- | https://orcid.org/0000-0001-9545-1821 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 79523 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Marcacini, Ricardo. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0002-2309-3487 |
| -- | https://orcid.org/0000-0002-2309-3487 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 79524 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tadonki, Claude. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0003-1194-6400 |
| -- | https://orcid.org/0000-0003-1194-6400 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 79525 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Calvo, Hiram. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0003-2836-2102 |
| -- | https://orcid.org/0000-0003-2836-2102 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Alatrista-Salas, Hugo. |
| Relator term | editor. |
| Authority record control number | (orcid)0000-0001-5252-4728 |
| -- | https://orcid.org/0000-0001-5252-4728 |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 79526 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783031636158 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783031636172 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Communications in Computer and Information Science, |
| International Standard Serial Number | 1865-0937 ; |
| Volume number/sequential designation | 2142 |
| 9 (RLIN) | 66508 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-031-63616-5">https://doi.org/10.1007/978-3-031-63616-5</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
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