Information Systems

Article	Citations
GTT: Leveraging data characteristics for guiding the tensor train decomposition	244
Reflection on community-diversified influence maximization in social networks	239
A generative and discriminative model for diversity-promoting recommendation	126
Finding HSP neighbors via an exact, hierarchical approach	107
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	98
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	75
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	73
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	72
The effects of database normalization on decision support system performance	68
KAVA-PM: Knowledge-assisted visual process mining	59
DOML: A new modeling approach to Infrastructure-as-Code	58
Validating temporal compliance patterns: A unified approach with	52
Reinforcement learning with time intervals for temporal knowledge graph reasoning	45
Enabling schema-independent data retrieval queries in MongoDB	44
GlintLM: Graph-Layered Integration with Nodal Topology with Language Models — A Bipartite Approach to Question Answering	39
Density based learned spatial index for clustered data	38
Editorial Board	36
Editorial Board	35
Editorial Board	35
Enabling semantics-aware process mining through the automatic annotation of event logs	34
Editorial	34
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	33
Inductive link prediction via global relational semantic learning	33
ADAPT: Fairness & diversity for sequential group recommendations	32
An interactive approach for group-based event log exploration	28

Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	26
Editorial Board	25
The rise of nonnegative matrix factorization: Algorithms and applications	25
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	25
A holistic approach for modeling and predicting bike demand	24
Editorial Board	24
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	24
Stochastic conformance checking based on variable-length Markov chains	24
Implementing a declarative query language for high level machine learning application design	24
Temporal relational algebras supporting preferences in temporal relational databases: Definition, properties and evaluation	24
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	24
Multi-source data outlier detection based on secure multi-party computation	23
TREATS: Fairness-aware entity resolution over streaming data	23
Prescriptive process monitoring based on causal effect estimation	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	21
Advances in databases and information systems — Selected papers from ADBIS 2023	20
Resource allocation in business process executions—A systematic literature study	20
Detecting the adversarially-learned injection attacks via knowledge graphs	19
Editorial Board	18
Exploring data using patterns: A survey	18
An efficient approach for discovering Graph Entity Dependencies (GEDs)	18
Editorial	18
Editorial Board	18
Parameterization-free clustering with sparse data observers	18
Discovering hybrid process models with bounds on time and complexity	18
Editorial Board	18
FDM: Effective and efficient incident detection on sparse trajectory data	17
Petri net-based object-centric processes with read-only data	17
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	17
Efficient query evaluation techniques over large amount of distributed linked data	17
BPMN in healthcare: Challenges and best practices	17
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	17
Stochastic-aware precision and recall measures for conformance checking in process mining	16
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	16
Enhancing business process simulation models with extraneous activity delays	16
Influence maximization based on discrete particle swarm optimization on multilayer network	16
Capturing end-to-end provenance for machine learning pipelines	16
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	16
On the use of trajectory data for tackling data scarcity	15
Back to the Order: Partial orders in streaming conformance checking	15
An Alternating Optimization Scheme for Binary Sketches	15
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	15
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	15
Nine years later: Reflecting on our article	14
Estimating the compressibility of raster data	14
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	14
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	14
Generalized Ethereum Blockchain-based recommender system framework	14
Advancing EHR analysis: Predictive medication modeling using LLMs	14

PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	14
Transparent assessment of information quality of online reviews using formal argumentation theory	14
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	14
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	14
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	13
Editorial Board	13
ECG classification with learning ensemble based on symbolic discretization	13
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	13
Unveiling the causes of waiting time in business processes from event logs	13
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
Training-free sparse representations of dense vectors for scalable information retrieval	12
All that glitters is not gold: Four maturity stages of process discovery algorithms	12
SOLID-M: An ontology-aware quality framework for conceptual models discovered from event data	12
A framework for measuring the quality of business process simulation models	12
A statistical method for predicting quantitative variables in association rule mining	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
A visual-semantic approach for building content-based recommender systems	12
Temporal graph processing in modern memory hierarchies	12
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
Finding meaningful paths in heterogeneous graphs with PathWays	11
On the evaluation and optimization of LabeledPAM	11
Editorial Board	11
Dynamic group recommender methodology: Leveraging temporal trust and confidence graphs	11
Elastic scalable transaction processing in LeanXcale	11
Discovering partially ordered workflow models	11
Discovering data transfer routines from user interaction logs	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	10
Reproducible experiments with Learned Metric Index Framework	10
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	10
Exploring computation offloading in IoT systems	10
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10
GPT-5 and open-weight large language models: Advances in reasoning, transparency, and control	10
EPL: The event processing language for streaming data	10
Computation over APT compressed data	10
Blockchain technology for requirement traceability in systems engineering	9
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	9
Reflection on the convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	9
Example-driven semantic-similarity-aware query intent discovery: Empowering users to cross the SQL barrier through query by example	9
Enhancing transparency in public procurement: A data-driven analytics approach	9
Bayesian label distribution propagation: A semi-supervised probabilistic k	9
Editorial Board	9
Adaptive search query generation and refinement in systematic literature review	9
Measuring the interestingness of temporal logic behavioral specifications in process mining	9
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	9
The many facets of fairness in recommender systems: Consumers, providers and items	9
Filtering with relational similarity	9
The Open V2X Management Platform: An intelligent charging station management system	9
Quantifying and relating the completeness and diversity of process representations using species estimation	9
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	8
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	8
Editorial Board	8
Weighted top-k dominating queries on highly incomplete data	8
An interpretable deep fusion framework for event log repair	8
A Generalized CALM Theorem for Non-Deterministic Computation in Asynchronous Distributed Systems	8
Enhancing next activity prediction in process mining with Retrieval-Augmented Generation	8
Adaptive sliding window normalization	8
A hierarchical transformer-based network for multivariate time series classification	8
A visualization-driven decision support system for selecting feature attribution methods	8
Reflection on compliance monitoring in business processes: Functionalities, application, and tool-support	8
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	7
Simple querying service for OpenAPI descriptions with semantic extensions	7
Achieving framed autonomy in AI-augmented business process management systems through automated planning	7
A survey on the use of blockchains to achieve supply chain security	7
Editorial Board	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
Best practices of testing database manipulation code	6
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	6
A detection method for hybrid attacks in recommender systems	6
Predicting information diffusion via deep temporal convolutional networks	6
When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs	6
Secure multi-dimensional data retrieval with access control and range query in the cloud	6
Class Representatives Selection in non-metric spaces for nearest prototype 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
Root-cause analysis of business processes: How humans utilize multiple sources of information to explain observations	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

Explaining results of path queries on graphs: Single-path results for context-free path queries	5
Box queries over multi-dimensional streams	5
Exploiting GPUs for fast intersection of large sets	5
Discovery, simulation, and optimization of business processes with differentiated resources	5
Local intrinsic dimensionality and the estimation of convergence order	5
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	5
From action to response to effect: Mining statistical relations in work processes	5
Proactive conformance checking: An approach for predicting deviations in business processes	5
Reduction of data-value-aware process models: A relevance-based approach	5
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	5
Federated conformance checking	5
Natural language querying of process execution data	5
Adoption of IT solutions: A data-driven analysis approach	5
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	5
Process-driven design of cloud data platforms	4
SheetReader: Efficient Specialized Spreadsheet Parsing	4
ExamGuard: Smart contracts for secure online test	4
Temporal representation and reasoning in data-intensive systems	4
Predicting multidimensional cubes through intentional analytics	4
Editorial Board	4
Editorial Board	4
Exploiting label semantics for rule-based activity recommendation in business process modeling	4
Graph functional dependencies: Analysis and translation to PG-schema	4
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	4
Process Query Language: Design, Implementation, and Evaluation	4
CrossER: A robust and adaptable generalized entity resolution framework for diverse and heterogeneous datasets	4
Incremental checking of SQL assertions in an RDBMS	4
Using AI explainable models and handwriting/drawing tasks for psychological well-being	4
Towards the efficient discovery of meaningful functional dependencies	4
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	4
Special Issue: Best Papers of the BPM 2023 Conference	4
Effective data exploration through clustering of local attributive explanations	4
DaMoOp: A global approach for optimizing denormalized schemas through a multidimensional cost model	4
An incremental algorithm for repairing denial constraint violations	4
Tri-AL: An open source platform for visualization and analysis of clinical trials	4
Centrality measures in fuzzy social networks	4
Modern alternatives to hive: A systematic review and single-node benchmark of SQL-on-Hadoop and lakehouse engines	4
Repairing raw metadata for metadata management	4
MDU-Net: Multi-resolution learning and differential clustering fusion for multivariate electricity time series forecasting	4
Editorial Board	4
Evaluating the lifecycle economics of AI: The levelized cost of artificial intelligence (LCOAI)	4
Semantics-aware mechanisms for control-flow anonymization in process mining	4
Special issue: BPM 2022 Selected papers in Foundations and Engineering	4
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	4
A foundation for spatio-textual-temporal cube analytics	4
Two-level massive string dictionaries	4
Data Lakehouse: A survey and experimental study	4
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	4
STracker: A framework for identifying sentiment changes in customer feedbacks	4
Visualizing repetition in process execution variants from partially ordered event data	4
Online correlation for unlabeled process events: A flexible CEP-based approach	4
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	4
Trace selection and allocation for log-move audit of business process directly-follows graphs	4
Exploring modified areas for updating influential nodes	3
A meta-learning configuration framework for graph-based similarity search indexes	3
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	3
Graph-based similarity measures for the structural comparison of process traces	3
VOOL: A modular insight-based framework for vocalizing OLAP sessions	3
Foundations and practice of binary process discovery	3
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	3
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	3
HILTS: Human-LLM collaboration for effective data labeling	3
Medoid Silhouette clustering with automatic cluster number selection	3
A survey for managing temporal data in RDF	3
Transactions across serverless functions leveraging stateful dataflows	3
Assessing the value of ontologically unpacking a conceptual model for human genomics	3
Learning to resolve inconsistencies in qualitative constraint networks	3
Hiding in the forest: Privacy-preserving process performance indicators	3
Unsupervised and semi-supervised clustering via density and distance-based label propagation and assignment	3
Emerging industry classification based on BERT model	3
Compressed consecutive pattern matching	3
BR4DQ: A methodology for grouping business rules for data quality evaluation	3
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	3
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	3
Stream-aware indexing for distributed inequality join processing	3