Information Systems

Article	Citations
Finding HSP neighbors via an exact, hierarchical approach	236
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	235
DOML: A new modeling approach to Infrastructure-as-Code	116
GTT: Leveraging data characteristics for guiding the tensor train decomposition	103
The effects of database normalization on decision support system performance	96
A generative and discriminative model for diversity-promoting recommendation	72
Reflection on community-diversified influence maximization in social networks	72
KAVA-PM: Knowledge-assisted visual process mining	72
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	70
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	62
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	59
Validating temporal compliance patterns: A unified approach with	58
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	57
Reinforcement learning with time intervals for temporal knowledge graph reasoning	50
The rise of nonnegative matrix factorization: Algorithms and applications	44
Enabling schema-independent data retrieval queries in MongoDB	43
GlintLM: Graph-Layered Integration with Nodal Topology with Language Models — A Bipartite Approach to Question Answering	37
Density based learned spatial index for clustered data	36
Editorial Board	35
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	34
Editorial Board	33
Editorial Board	33
Enabling semantics-aware process mining through the automatic annotation of event logs	32
Editorial	32
Inductive link prediction via global relational semantic learning	31

ADAPT: Fairness & diversity for sequential group recommendations	29
An interactive approach for group-based event log exploration	29
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	29
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	27
Stochastic conformance checking based on variable-length Markov chains	25
Temporal relational algebras supporting preferences in temporal relational databases: Definition, properties and evaluation	25
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	24
Multi-source data outlier detection based on secure multi-party computation	24
A holistic approach for modeling and predicting bike demand	24
TREATS: Fairness-aware entity resolution over streaming data	24
Editorial Board	24
Implementing a declarative query language for high level machine learning application design	23
Trajectory data management: A data model and predicate logic with operators for spatio-temporal query processing	23
Resource allocation in business process executions—A systematic literature study	23
On the discovery of seasonal gradual patterns through periodic patterns mining	22
Prescriptive process monitoring based on causal effect estimation	22
Editorial Board	21
Detecting the adversarially-learned injection attacks via knowledge graphs	21
Advances in databases and information systems — Selected papers from ADBIS 2023	21
Editorial Board	20
Discovering hybrid process models with bounds on time and complexity	19
Exploring data using patterns: A survey	19
Capturing end-to-end provenance for machine learning pipelines	19
FDM: Effective and efficient incident detection on sparse trajectory data	18
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	18
Editorial Board	18
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	18
Editorial	18
An efficient approach for discovering Graph Entity Dependencies (GEDs)	17
Parameterization-free clustering with sparse data observers	17
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	17
Enhancing business process simulation models with extraneous activity delays	17
Adaptive personalized recommender system using learning automata and items clustering	17
Influence maximization based on discrete particle swarm optimization on multilayer network	17
Back to the Order: Partial orders in streaming conformance checking	16
BPMN in healthcare: Challenges and best practices	16
Petri net-based object-centric processes with read-only data	16
Stochastic-aware precision and recall measures for conformance checking in process mining	16
Efficient query evaluation techniques over large amount of distributed linked data	16
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	16
Nine years later: Reflecting on our article	15
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	15
Transparent assessment of information quality of online reviews using formal argumentation theory	15
Estimating the compressibility of raster data	15
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	15
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	15
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	15
Temporal graph processing in modern memory hierarchies	14
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	14
On the use of trajectory data for tackling data scarcity	14

Advancing EHR analysis: Predictive medication modeling using LLMs	14
An Alternating Optimization Scheme for Binary Sketches	14
Generalized Ethereum Blockchain-based recommender system framework	14
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	14
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	14
Unveiling the causes of waiting time in business processes from event logs	13
ECG classification with learning ensemble based on symbolic discretization	13
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	13
All that glitters is not gold: Four maturity stages of process discovery algorithms	13
Editorial Board	13
A visual-semantic approach for building content-based recommender systems	13
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	13
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
A statistical method for predicting quantitative variables in association rule mining	13
A framework for measuring the quality of business process simulation models	12
Elastic scalable transaction processing in LeanXcale	12
SOLID-M: An ontology-aware quality framework for conceptual models discovered from event data	12
KNN-connectivity constrained multi-prototype clustering algorithm with adaptive merging via major/minor axis projected area ratio	12
Discovering partially ordered workflow models	12
Retrospective Special Issue: Information Systems 50th anniversary	12
Training-free sparse representations of dense vectors for scalable information retrieval	12
On the evaluation and optimization of LabeledPAM	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
Finding meaningful paths in heterogeneous graphs with PathWays	11
Exploring computation offloading in IoT systems	11
Editorial Board	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
A taxonomy and ontology for digital platforms	11
SaaMS: The synopses-as-a-microservice paradigm for scalable adaptive streaming analytics across the cloud to edge continuum	11
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	10
Measuring the interestingness of temporal logic behavioral specifications in process mining	10
Quantifying and relating the completeness and diversity of process representations using species estimation	10
GPT-5 and open-weight large language models: Advances in reasoning, transparency, and control	10
Discovering data transfer routines from user interaction logs	10
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10
Computation over APT compressed data	10
Dynamic group recommender methodology: Leveraging temporal trust and confidence graphs	10
Reproducible experiments with Learned Metric Index Framework	10
Filtering with relational similarity	10
Adaptive search query generation and refinement in systematic literature review	9
Editorial Board	9
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	9
Enhancing next activity prediction in process mining with Retrieval-Augmented Generation	9
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	9
Enhancing transparency in public procurement: A data-driven analytics approach	9
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	9
Bayesian label distribution propagation: A semi-supervised probabilistic k	9
An interpretable deep fusion framework for event log repair	9
Adaptive sliding window normalization	9
The Open V2X Management Platform: An intelligent charging station management system	9
Legal Information Retrieval systems: State-of-the-art and open issues	9
Blockchain technology for requirement traceability in systems engineering	9
The many facets of fairness in recommender systems: Consumers, providers and items	9
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	9
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	8
Achieving framed autonomy in AI-augmented business process management systems through automated planning	8
Simple querying service for OpenAPI descriptions with semantic extensions	8
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	8
Secure multi-dimensional data retrieval with access control and range query in the cloud	8
“Managing, Mining and Learning in the Legal Data Domain”	8
Editorial Board	8
A hierarchical transformer-based network for multivariate time series classification	8
Weighted top-k dominating queries on highly incomplete data	8
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	8
A survey on the use of blockchains to achieve supply chain security	8
Discovery, simulation, and optimization of business processes with differentiated resources	7
Predicting information diffusion via deep temporal convolutional networks	7
Special issue on verification, control, and repair in business process management	7
When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs	7
Context-aware automated ICD coding: A semantic-driven approach	7
Editorial Board	7
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	7
Class Representatives Selection in non-metric spaces for nearest prototype classification	7
Best practices of testing database manipulation code	7
A detection method for hybrid attacks in recommender systems	6
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	6
Reduction of data-value-aware process models: A relevance-based approach	6
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	6
Process discovery with context-aware process trees	6
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	6

Exploiting GPUs for fast intersection of large sets	6
Conformance checking of partially matching processes: An entropy-based approach	6
Federated conformance checking	6
Root-cause analysis of business processes: How humans utilize multiple sources of information to explain observations	6
Natural language querying of process execution data	6
STracker: A framework for identifying sentiment changes in customer feedbacks	5
Online correlation for unlabeled process events: A flexible CEP-based approach	5
Adoption of IT solutions: A data-driven analysis approach	5
Local intrinsic dimensionality and the estimation of convergence order	5
Repairing raw metadata for metadata management	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
Exploiting label semantics for rule-based activity recommendation in business process modeling	5
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	5
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	5
Proactive conformance checking: An approach for predicting deviations in business processes	5
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	5
Graph functional dependencies: Analysis and translation to PG-schema	5
From action to response to effect: Mining statistical relations in work processes	5
Box queries over multi-dimensional streams	5
Explaining results of path queries on graphs: Single-path results for context-free path queries	5
Process Query Language: Design, Implementation, and Evaluation	5
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	4
ExamGuard: Smart contracts for secure online test	4
Predicting multidimensional cubes through intentional analytics	4
A foundation for spatio-textual-temporal cube analytics	4
Tri-AL: An open source platform for visualization and analysis of clinical trials	4
The GDPR enforcement fines at glance	4
Semantics-aware mechanisms for control-flow anonymization in process mining	4
Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts	4
Editorial Board	4
Assessing the value of ontologically unpacking a conceptual model for human genomics	4
VOOL: A modular insight-based framework for vocalizing OLAP sessions	4
Special issue: BPM 2022 Selected papers in Foundations and Engineering	4
Process-driven design of cloud data platforms	4
Effective data exploration through clustering of local attributive explanations	4
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	4
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	4
Two-level massive string dictionaries	4
Data Lakehouse: A survey and experimental study	4
Editorial Board	4
A survey for managing temporal data in RDF	4
Incremental checking of SQL assertions in an RDBMS	4
Editorial Board	4
CTag-DSSE: A Dynamic SSE Scheme with Conversion Tag Supporting Forward/Backward Privacy and Efficient Conjunctive Search	4
CrossER: A robust and adaptable generalized entity resolution framework for diverse and heterogeneous datasets	4
Compressed consecutive pattern matching	4
Temporal representation and reasoning in data-intensive systems	4
Evaluating the lifecycle economics of AI: The levelized cost of artificial intelligence (LCOAI)	4
DaMoOp: A global approach for optimizing denormalized schemas through a multidimensional cost model	4
An incremental algorithm for repairing denial constraint violations	4
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	4
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	4
Special issue: Selected papers of ICPM 2019	4
Foundations and practice of binary process discovery	4
Trace selection and allocation for log-move audit of business process directly-follows graphs	4
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	4
BR4DQ: A methodology for grouping business rules for data quality evaluation	4
Special Issue: Best Papers of the BPM 2023 Conference	4
Towards the efficient discovery of meaningful functional dependencies	4
Emerging industry classification based on BERT model	3
Learning to resolve inconsistencies in qualitative constraint networks	3
SheetReader: Efficient Specialized Spreadsheet Parsing	3
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	3
Exploring modified areas for updating influential nodes	3
Hiding in the forest: Privacy-preserving process performance indicators	3
Bot log mining: An approach to the integrated analysis of Robotic Process Automation and process mining	3
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	3
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	3
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	3
Transactions across serverless functions leveraging stateful dataflows	3
Stream-aware indexing for distributed inequality join processing	3
A split–merge clustering algorithm based on the k-nearest neighbor graph	3
Skyline recomputation in Big Data	3
Verifying compliance in process choreographies: Foundations, algorithms, and implementation	3
Unsupervised and semi-supervised clustering via density and distance-based label propagation and assignment	3
Using AI explainable models and handwriting/drawing tasks for psychological well-being	3
Medoid Silhouette clustering with automatic cluster number selection	3
A meta-learning configuration framework for graph-based similarity search indexes	3
Towards retrieval-based conversational recommendation	3
AI-based decision support system for public procurement	3
Accelerating large-scale weighted similarity queries based on external storage	3