Web and Big Data (Record no. 186137)
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| fixed length control field | 06210nam a22006135i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-030-85896-4 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240423130212.0 |
| 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 | 210818s2021 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783030858964 |
| -- | 978-3-030-85896-4 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-030-85896-4 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA75.5-76.95 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UNH |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UND |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM030000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UNH |
| Source | thema |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UND |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 025.04 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Web and Big Data |
| Medium | [electronic resource] : |
| Remainder of title | 5th International Joint Conference, APWeb-WAIM 2021, Guangzhou, China, August 23–25, 2021, Proceedings, Part I / |
| Statement of responsibility, etc | edited by Leong Hou U, Marc Spaniol, Yasushi Sakurai, Junying Chen. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2021. |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XXVI, 498 p. 223 illus., 162 illus. in color. |
| Other physical details | online resource. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Information Systems and Applications, incl. Internet/Web, and HCI, |
| International Standard Serial Number | 2946-1642 ; |
| Volume number/sequential designation | 12858 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Graph Mining -- Co-Authorship Prediction Based on Temporal Graph Attention -- Degree-specific Topology Learning for Graph Convolutional Network -- Simplifying Graph Convolutional Networks as Matrix Factorization -- RASP: Graph Alignment through Spectral Signatures -- FANE: A Fusion-based Attributed Network Embedding Framework -- Data Mining -- What Have We Learned from Open Review? -- Unsafe Driving Behavior Prediction for Electric Vehicles -- Resource Trading with Hierarchical Game for Computing-Power Network Market -- Analyze and Evaluate Database-Backed Web Applications with WTool -- Semi-supervised Variational Multi-view Anomaly Detection -- A Graph Attention Network Model for GMV Forecast on Online Shopping Festival -- Suicide Ideation Detection on Social Media during COVID-19 via Adversarial and Multi-task Learning -- Data Management -- An Efficient Bucket Logging for Persistent Memory -- Data Poisoning Attacks on Crowdsourcing Learning -- Dynamic Environment Simulation for Database PerformanceEvaluation -- LinKV: an RDMA-enabled KVS for High Performance and Strict Consistency under Skew -- Cheetah: An Adaptive User-space Cache for Non-volatile Main Memory File Systems -- Topic Model and Language Model Learning -- Chinese Word Embedding Learning with Limited Data -- Sparse Biterm Topic Model for Short Texts -- EMBERT: A Pre-trained Language Model for Chinese Medical Text Mining -- Self-Supervised Learning for Semantic Sentence Matching with Dense Transformer Inference Network -- An Explainable Evaluation of Unsupervised Transfer Learning for Parallel Sentences Mining -- Text Analysis -- Leveraging Syntactic Dependency and Lexical Similarity for Neural Relation Extraction -- A Novel Capsule Aggregation Framework for Natural Language Inference -- Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering -- Difficulty-controllable Visual Question Generation -- Incorporating Typological Features into Language Selection for Multilingual Neural Machine Translation -- Removing Input Confounder for Translation Quality Estimation via a Causal Motivated Method -- Text Classification -- Learning Refined Features for Open-World Text Classification -- Emotion Classification of Text Based on BERT and Broad Learning System -- Improving Document-level Sentiment Classification with User-Product Gated Network -- Integrating RoBERTa Fine-Tuning and User Writing Styles for Authorship Attribution of Short Texts -- Dependency Graph Convolution and POS Tagging Transferring for Aspect-based Sentiment Classification -- Machine Learning -- DTWSSE: Data Augmentation with a Siamese Encoder for Time Series -- PT-LSTM: Extending LSTM for Efficient processing Time Attributes in Time Series Prediction -- Loss Attenuation for Time Series Prediction Respecting Categories of Values -- PFL-MoE: Personalized Federated Learning Based on Mixture of Experts -- A New Density Clustering Method using Mutual Nearest Neighbor.-. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This two-volume set, LNCS 12858 and 12859, constitutes the thoroughly refereed proceedings of the 5th International Joint Conference, APWeb-WAIM 2021, held in Guangzhou, China, in August 2021. The 44 full papers presented together with 24 short papers, and 6 demonstration papers were carefully reviewed and selected from 184 submissions. The papers are organized around the following topics: Graph Mining; Data Mining; Data Management; Topic Model and Language Model Learning; Text Analysis; Text Classification; Machine Learning; Knowledge Graph; Emerging Data Processing Techniques; Information Extraction and Retrieval; Recommender System; Spatial and Spatio-Temporal Databases; and Demo. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Information storage and retrieval systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Application software. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer networks . |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Information Storage and Retrieval. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer and Information Systems Applications. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer Communication Networks. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer and Information Systems Applications. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | U, Leong Hou. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Spaniol, Marc. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sakurai, Yasushi. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chen, Junying. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 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 | |
| Display text | Printed edition: |
| International Standard Book Number | 9783030858957 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783030858971 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Information Systems and Applications, incl. Internet/Web, and HCI, |
| -- | 2946-1642 ; |
| Volume number/sequential designation | 12858 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-030-85896-4">https://doi.org/10.1007/978-3-030-85896-4</a> |
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| -- | ZDB-2-LNC |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks-CSE-Springer |
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