Information Systems

Article	Citations
GTT: Leveraging data characteristics for guiding the tensor train decomposition	268
DOML: A new modeling approach to Infrastructure-as-Code	172
Reflection on community-diversified influence maximization in social networks	122
Finding HSP neighbors via an exact, hierarchical approach	84
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	83
KAVA-PM: Knowledge-assisted visual process mining	77
A generative and discriminative model for diversity-promoting recommendation	66
Assessing reproducibility in screenshot-based task mining: A decision discovery perspective	61
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	57
The effects of database normalization on decision support system performance	47
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	46
Validating temporal compliance patterns: A unified approach with	43
Enabling schema-independent data retrieval queries in MongoDB	41
Reinforcement learning with time intervals for temporal knowledge graph reasoning	41
Density based learned spatial index for clustered data	40
Editorial Board	36
Editorial Board	35
Editorial	34
Editorial Board	34
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	33
Editorial Board	31
GlintLM: Graph-Layered Integration with Nodal Topology with Language Models — A Bipartite Approach to Question Answering	30
An interactive approach for group-based event log exploration	30
ADAPT: Fairness & diversity for sequential group recommendations	27
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	27

Enabling semantics-aware process mining through the automatic annotation of event logs	26
Inductive link prediction via global relational semantic learning	26
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	26
Implementing a declarative query language for high level machine learning application design	26
The rise of nonnegative matrix factorization: Algorithms and applications	26
Resource allocation in business process executions—A systematic literature study	26
Prescriptive process monitoring based on causal effect estimation	25
Editorial Board	24
Temporal relational algebras supporting preferences in temporal relational databases: Definition, properties and evaluation	23
A holistic approach for modeling and predicting bike demand	22
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	22
Multi-source data outlier detection based on secure multi-party computation	21
On the discovery of seasonal gradual patterns through periodic patterns mining	21
Trajectory data management: A data model and predicate logic with operators for spatio-temporal query processing	20
Advances in databases and information systems — Selected papers from ADBIS 2023	20
TREATS: Fairness-aware entity resolution over streaming data	20
Detecting the adversarially-learned injection attacks via knowledge graphs	20
Stochastic conformance checking based on variable-length Markov chains	20
A framework for steady-state detection in process mining	20
Editorial Board	19
Editorial Board	19
Editorial	19
Editorial Board	19
Discovering hybrid process models with bounds on time and complexity	19
Exploring data using patterns: A survey	19
An efficient approach for discovering Graph Entity Dependencies (GEDs)	18
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	18
Parameterization-free clustering with sparse data observers	18
Stochastic-aware precision and recall measures for conformance checking in process mining	17
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	17
A comprehensive scalable framework for cloud-native pattern detection with enhanced expressiveness	17
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	17
Efficient query evaluation techniques over large amount of distributed linked data	17
FDM: Effective and efficient incident detection on sparse trajectory data	16
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	16
An Alternating Optimization Scheme for Binary Sketches	16
Enhancing business process simulation models with extraneous activity delays	16
Capturing end-to-end provenance for machine learning pipelines	16
On the use of trajectory data for tackling data scarcity	16
Influence maximization based on discrete particle swarm optimization on multilayer network	16
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	16
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	15
Estimating the compressibility of raster data	15
Nine years later: Reflecting on our article	15
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
Editorial Board	15
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	14
Diffusion-based minority augmentation and confidence-calibrated tabular learning for imbalanced rare-event classification	14
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	14
Transparent assessment of information quality of online reviews using formal argumentation theory	14

Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	14
Back to the Order: Partial orders in streaming conformance checking	14
Advancing EHR analysis: Predictive medication modeling using LLMs	14
Editorial Board	13
ECG classification with learning ensemble based on symbolic discretization	13
A statistical method for predicting quantitative variables in association rule mining	13
Generalized Ethereum Blockchain-based recommender system framework	12
Temporal graph processing in modern memory hierarchies	12
Enhancing urban data exploration: Layer Toggling and Visibility-Preserving Lenses for multi-attribute spatial analysis	12
A framework for measuring the quality of business process simulation models	12
A visual-semantic approach for building content-based recommender systems	12
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	12
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	12
Unveiling the causes of waiting time in business processes from event logs	12
Training-free sparse representations of dense vectors for scalable information retrieval	11
SOLID-M: An ontology-aware quality framework for conceptual models discovered from event data	11
All that glitters is not gold: Four maturity stages of process discovery algorithms	11
Elastic scalable transaction processing in LeanXcale	11
An empirical evaluation of unsupervised event log abstraction techniques in process mining	11
On the evaluation and optimization of LabeledPAM	11
Dynamic group recommender methodology: Leveraging temporal trust and confidence graphs	10
A taxonomy and ontology for digital platforms	10
SaaMS: The synopses-as-a-microservice paradigm for scalable adaptive streaming analytics across the cloud to edge continuum	10
Agentic Business Process Management: A research manifesto	10
Reflection on the convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	10
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	10
Retrospective Special Issue: Information Systems 50th anniversary	10
Editorial Board	10
CIC-YNU-IoTMal: A comprehensive multilayer dataset for static and dynamic analysis of IoT malware behavior	10
Computation over APT compressed data	10
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	10
Discovering partially ordered workflow models	10
Finding meaningful paths in heterogeneous graphs with PathWays	10
Reproducible experiments with Learned Metric Index Framework	10
Enhancing transparency in public procurement: A data-driven analytics approach	10
GPT-5 and open-weight large language models: Advances in reasoning, transparency, and control	10
Filtering with relational similarity	9
Privacy-preserving record linkage using reference set based encoding: A single parameter method	9
The Open V2X Management Platform: An intelligent charging station management system	9
Adaptive search query generation and refinement in systematic literature review	9
Example-driven semantic-similarity-aware query intent discovery: Empowering users to cross the SQL barrier through query by example	9
Quantifying and relating the completeness and diversity of process representations using species estimation	9
Bayesian label distribution propagation: A semi-supervised probabilistic k	8
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	8
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	8
Reflection on compliance monitoring in business processes: Functionalities, application, and tool-support	8
Editorial Board	8
Domain experts in the loop: Leveraging generative artificial intelligence for interactive data validation in process mining	8
The many facets of fairness in recommender systems: Consumers, providers and items	8
A Generalized CALM Theorem for Non-Deterministic Computation in Asynchronous Distributed Systems	8
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	8
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	8
Adaptive sliding window normalization	7
Blockchain technology for requirement traceability in systems engineering	7
Enhancing next activity prediction in process mining with Retrieval-Augmented Generation	7
An interpretable deep fusion framework for event log repair	7
Achieving framed autonomy in AI-augmented business process management systems through automated planning	7
A visualization-driven decision support system for selecting feature attribution methods	7
A survey on the use of blockchains to achieve supply chain security	7
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	6
Editorial Board	6
A hierarchical transformer-based network for multivariate time series classification	6
Special issue on verification, control, and repair in business process management	6
Automated decision-making for dynamic task assignment at scale	6
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	6
Simple querying service for OpenAPI descriptions with semantic extensions	6
Class Representatives Selection in non-metric spaces for nearest prototype classification	6
Context-aware automated ICD coding: A semantic-driven approach	6
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	6
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	6
Secure multi-dimensional data retrieval with access control and range query in the cloud	6
Predicting information diffusion via deep temporal convolutional networks	6
Federated conformance checking	6
Editorial Board	6
STracker: A framework for identifying sentiment changes in customer feedbacks	5
Box queries over multi-dimensional streams	5
Local intrinsic dimensionality and the estimation of convergence order	5
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	5
Natural language querying of process execution data	5
Discovery, simulation, and optimization of business processes with differentiated resources	5

Reduction of data-value-aware process models: A relevance-based approach	5
Adoption of IT solutions: A data-driven analysis approach	5
Graph functional dependencies: Analysis and translation to PG-schema	5
Process Query Language: Design, Implementation, and Evaluation	5
The use of differential privacy for privacy-preserving record linkage: Protecting the bits but not the people	5
Root-cause analysis of business processes: How humans utilize multiple sources of information to explain observations	5
From action to response to effect: Mining statistical relations in work processes	5
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	5
Best practices of testing database manipulation code	5
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	5
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	5
Tri-AL: An open source platform for visualization and analysis of clinical trials	5
Visualizing repetition in process execution variants from partially ordered event data	5
Modern alternatives to hive: A systematic review and single-node benchmark of SQL-on-Hadoop and lakehouse engines	5
Centrality measures in fuzzy social networks	5
Repairing raw metadata for metadata management	5
SMBench: No-code benchmarking of learning-based entity matching	5
Exploiting GPUs for fast intersection of large sets	5
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	5
A detection method for hybrid attacks in recommender systems	5
When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs	5
Explaining results of path queries on graphs: Single-path results for context-free path queries	5
Online correlation for unlabeled process events: A flexible CEP-based approach	5
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	5
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	4
A foundation for spatio-textual-temporal cube analytics	4
ExamGuard: Smart contracts for secure online test	4
Towards the efficient discovery of meaningful functional dependencies	4
Special issue: BPM 2022 Selected papers in Foundations and Engineering	4
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	4
Editorial Board	4
Predicting multidimensional cubes through intentional analytics	4
Two-level massive string dictionaries	4
Data Lakehouse: A survey and experimental study	4
Proactive conformance checking: An approach for predicting deviations in business processes	4
Measuring the decentralisation of DeFi development: An empirical analysis of contributor distribution in Lido	4
Trace selection and allocation for log-move audit of business process directly-follows graphs	4
Process-driven design of cloud data platforms	4
Formal semantics for knowledge representation and automated reasoning in BPMN process models	4
Temporal representation and reasoning in data-intensive systems	4
Effective data exploration through clustering of local attributive explanations	4
CrossER: A robust and adaptable generalized entity resolution framework for diverse and heterogeneous datasets	4
Efficient data structures for fast and low-cost first-order logic rule mining	4
Exploiting label semantics for rule-based activity recommendation in business process modeling	4
An incremental algorithm for repairing denial constraint violations	4
Evaluating the lifecycle economics of AI: The levelized cost of artificial intelligence (LCOAI)	4
Using AI explainable models and handwriting/drawing tasks for psychological well-being	4
Semantics-aware mechanisms for control-flow anonymization in process mining	4
Special Issue: Best Papers of the BPM 2023 Conference	4
Editorial Board	4
MDU-Net: Multi-resolution learning and differential clustering fusion for multivariate electricity time series forecasting	4
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	4
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	4
DaMoOp: A global approach for optimizing denormalized schemas through a multidimensional cost model	4
VOOL: A modular insight-based framework for vocalizing OLAP sessions	3
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	3
Emerging industry classification based on BERT model	3
Medoid Silhouette clustering with automatic cluster number selection	3
A meta-learning configuration framework for graph-based similarity search indexes	3
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	3
Compressed consecutive pattern matching	3
Foundations and practice of binary process discovery	3
Incremental checking of SQL assertions in an RDBMS	3
BR4DQ: A methodology for grouping business rules for data quality evaluation	3
Learning to resolve inconsistencies in qualitative constraint networks	3
Editorial Board	3
A survey for managing temporal data in RDF	3
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	3
Graph-based similarity measures for the structural comparison of process traces	3
Assessing the value of ontologically unpacking a conceptual model for human genomics	3
Editorial Board	3
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	3
HEAL-LLMF: A hierarchical explainable AI framework using LLM fusion for multi-modal and personalized healthcare decision making	3
HILTS: Human-LLM collaboration for effective data labeling	3
Unsupervised and semi-supervised clustering via density and distance-based label propagation and assignment	3
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	3
SheetReader: Efficient Specialized Spreadsheet Parsing	3
Transactions across serverless functions leveraging stateful dataflows	3