Web and Big Data

9th International Joint Conference, Apweb-Waim 2025, Shenyang, China, August 28-30, 2025, Proceedings, Part IV
Herausgegeben:Li, Jiajia; Chbeir, Richard; Li, Lei; Zong, Chuanyu; Zhang, Yanfeng; Zhang, Mengxuan

• Broschiertes Buch

Produktbeschreibung

The four-volume set LNCS constitutes the refereed proceedings of the 9th International Joint Conference on Web and Big Data, APWeb-WAIM 2025, held in Shenyang, China, during August 28 30, 2025.

The 136 full papers and 15 short papers presented in these proceedings were carefully reviewed and selected from 472 submissions. The papers are organized in the following topical sections:

Part I: Data Mining I; Machine Learning I; Information Retrieval and Knowledge Management I; Graph Data Management andAnalytics I; Complex Data Management.

Part II: Complex Data Management; Spatial and Temporal Data Management; Data Privacy and Trusted AI; Data Management on New Hardwares; Query Processing and Optimization; Data Mining II.

Part III: Data Mining II; Machine Learning II; Information Retrieval and Knowledge Management II; Graph Data Management andAnalytics II; Big Data Management.

Part IV: Big Data Management; LLM for Data Management; Information Retrieval; Demonstration Paper; Industry Paper.

Produktdetails

• Lecture Notes in Computer Science 16116
• Verlag: Springer, Berlin; Springer Nature Singapore; Springer
• Erscheinungstermin: 26. Januar 2026
• Englisch
• ISBN-13: 9789819557219
• ISBN-10: 9819557216
• Artikelnr.: 75927799

Inhaltsangabe

.
Big Data Management. .
Reputation
based Blockchain Node Reallocation in Heterogeneous Networks. .
Core
set Selection Considering Parties Honesty in Vertical Federated Learning. .
Auxiliary Variables Enhanced intra
and inter
Series Tokenization for Multivariate Time Series  Forecasting. .
QUEST: Query
Aware Learned Metric Index for Similarity Search. .
CFEO: Causal Feature Extraction and Optimization for Cross
Domain Text Classification. .
A Data
Balanced and Privacy
Preserving Incentive Mechanism for Federated Learning based on  MADRL. .
LLM for Data Management. .
Word Pair Information is Important for Nested Named Entity Recognition. .
KAN
Based Dynamic Relational Meta
Learning for Few
Shot Knowledge Graph Completion. .
Contrastive Learning Enhanced Semi
supervisedAnomaly Detection. .
Personalized text
to
image generation using semantically enhanced diffusion models. .
MIMIC
RxBench: Benchmarking Large Language Models for Prescription Error Classification. .
Evaluating the Performance of Large Language Models on a Multi
label Classification Task. .
Prompt
Partitioned Multi
Task Learning for Universal Sentence Representations. .
Information Retrieval. .
Resolving Memory Challenges in Cluster Computing Systems Via StratifiedAsymptotic Sampling for  Big Data Classification. .
 Optimizing Real
time Complex Event Processing Parameter
driven Selection Policy. .
 Frame
wise Multimodal Retrieval in Video Corpus with Contrastive Learning. .
Dynamic Hybrid Retrieval for Materials Science: Optimizing Information Systems for Numerical and  Symbol
Intensive Knowledge Processing. .
 Efficient High Utility Co
location Pattern Mining under Positive and Negative Utility Constraints. .
 LFS: Efficient Account Migration across Sharded Blockchains via Lock
Free Scheduling. .
ProteinMM:Adaptive Multi
View and Task
Grouped Evolutionary Learning for Prediction of Protein  Structural Features. .
SFusionNet: Airport Passenger Flow Prediction Model Based on Fusion Network. .
Demonstration Paper. .
SocialED:APython Library for Social Event Detection. .
Demonstrating SpectralCrawler: a Framework for Physical
based Integration of Heterogeneous  Ground Object Spectral Libraries from the Web. .
 INRCM:An Improvable Neighbor Relationship’s Co
location Miner. .
Demonstrating an Efficient System for Fast Processing and Visualization of BigAirborne Full Waveform LiDAR Data. .
APES: Interactive Pattern Mining System Based on Cross
Entropy Probability Modeling. .
Antigen: HighwayAbnormal Event Detection System Driven by Roadside Edge Computing. .
Egret: Massive Highway Monitoring Time Series Data Sharing System. .
A Privacy
Preserving Semantic Trajectory Query System in Cloud
Fog Collaborative Environments. .
DCPCPM:AMiner For Discovering Concise Prevalent Co
location Patterns. .
 SPUS
Agent: LLM
Based Intelligent Agent for Subjective Perception of Urban Streets. .
 KIMII: ASystem for Highway Key Information Identification and Multi
Source Data Integration. .
 SHMComp:AMultifunctional System for Highway Structural Health Monitoring Data Compression. .
 VEkNN:Verifiable and Encrypted kNN Search over High
Dimensional Vectors. .
Industry Paper. .
MLLM
Based Evaluation and Enhancement of Open
Set Object Detection DatasetAnnotations. .
BitalosDB: Partitioned Key
Value Storage Engine for Lower WriteAmplification. .
LLMATCH: aUnified Schema Matching Framework with Large Language Models. .
FasterTune: A New Paradigm for Database Tuning with Large Language Models and Bayesian  Optimization.