Information Systems

Article	Citations
Formalising and animating multiple instances in BPMN collaborations	209
A generative and discriminative model for diversity-promoting recommendation	170
AMW 2019 Special Issue	141
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	117
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	87
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	66
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	58
Finding HSP neighbors via an exact, hierarchical approach	57
DOML: A new modeling approach to Infrastructure-as-Code	56
GTT: Leveraging data characteristics for guiding the tensor train decomposition	56
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	53
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	52
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	51
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	50
Editorial Board	48
Keyword search over schema-less RDF datasets by SPARQL query compilation	46
Enabling schema-independent data retrieval queries in MongoDB	45
Inductive link prediction via global relational semantic learning	44
Enabling semantics-aware process mining through the automatic annotation of event logs	44
Editorial	43
Editorial Board	38
Reinforcement learning with time intervals for temporal knowledge graph reasoning	36
Computation of alignments of business processes through relaxation labeling and local optimal search	34
ADAPT: Fairness & diversity for sequential group recommendations	33
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	33

Editorial Board	33
An interactive approach for group-based event log exploration	32
The rise of nonnegative matrix factorization: Algorithms and applications	31
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	31
Query filtering using two-dimensional local embeddings	31
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	30
A holistic approach for modeling and predicting bike demand	28
BINet: Multi-perspective business process anomaly classification	28
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	28
RCELF: A residual-based approach for Influence Maximization Problem	27
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	27
Editorial Board	27
Detecting trend deviations with generic stream processing patterns	27
Prescriptive process monitoring based on causal effect estimation	26
Resource allocation in business process executions—A systematic literature study	26
TREATS: Fairness-aware entity resolution over streaming data	26
Stochastic conformance checking based on variable-length Markov chains	26
The role of local dimensionality measures in benchmarking nearest neighbor search	23
Editorial Board	23
Editorial Board	23
On the discovery of seasonal gradual patterns through periodic patterns mining	23
Model-based trace variant analysis of event logs	22
Editorial	22
Editorial Board	22
Discovering hybrid process models with bounds on time and complexity	21
Stochastic-aware precision and recall measures for conformance checking in process mining	21
Adaptive personalized recommender system using learning automata and items clustering	21
Advances in databases and information systems — Selected papers from ADBIS 2023	20
Detecting the adversarially-learned injection attacks via knowledge graphs	20
Editorial Board	18
Parameterization-free clustering with sparse data observers	18
Capturing end-to-end provenance for machine learning pipelines	18
Exploring data using patterns: A survey	18
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	18
Petri net-based object-centric processes with read-only data	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
Efficient query evaluation techniques over large amount of distributed linked data	17
Influence maximization based on discrete particle swarm optimization on multilayer network	17
BPMN in healthcare: Challenges and best practices	17
FDM: Effective and efficient incident detection on sparse trajectory data	17
An efficient approach for discovering Graph Entity Dependencies (GEDs)	17
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	17
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	17
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	16
On the use of trajectory data for tackling data scarcity	16
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	16
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	16
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	16
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	16

An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	15
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	15
An Alternating Optimization Scheme for Binary Sketches	15
Assessing and improving measurability of process performance indicators based on quality of logs	15
Back to the Order: Partial orders in streaming conformance checking	15
Transparent assessment of information quality of online reviews using formal argumentation theory	15
Temporal graph processing in modern memory hierarchies	14
Sampling and approximation techniques for efficient process conformance checking	14
Editorial Board	14
Advancing EHR analysis: Predictive medication modeling using LLMs	14
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	13
A statistical method for predicting quantitative variables in association rule mining	13
Generalized Ethereum Blockchain-based recommender system framework	13
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	13
ECG classification with learning ensemble based on symbolic discretization	13
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
Cracking in-memory database index: A case study for Adaptive Radix Tree index	13
Elastic scalable transaction processing in LeanXcale	12
Unveiling the causes of waiting time in business processes from event logs	12
A visual-semantic approach for building content-based recommender systems	12
An efficient hybrid query recommendation using shingling and hashing techniques	12
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
A taxonomy and ontology for digital platforms	12
Fast and eager k-medoids clustering: 12
A framework for measuring the quality of business process simulation models	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	11
Editorial Board	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
Process model abstraction for rapid comprehension of complex business processes	11
Discovering partially ordered workflow models	11
Finding meaningful paths in heterogeneous graphs with PathWays	11
Discovering data transfer routines from user interaction logs	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
Stochastic process mining: Earth movers’ stochastic conformance	11
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	11
Computation over APT compressed data	10
The Open V2X Management Platform: An intelligent charging station management system	10
Filtering with relational similarity	10
Exploring computation offloading in IoT systems	10
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10
Fragments of bag relational algebra: Expressiveness and certain answers	10
Legal Information Retrieval systems: State-of-the-art and open issues	10
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	10
Editorial Board	10
Enhancing transparency in public procurement: A data-driven analytics approach	10
Measuring the interestingness of temporal logic behavioral specifications in process mining	10
Pattern on demand in transactional distributed databases	10
Reproducible experiments with Learned Metric Index Framework	10
Adaptive search query generation and refinement in systematic literature review	10
Quantifying and relating the completeness and diversity of process representations using species estimation	10
Blockchain technology for requirement traceability in systems engineering	9
Bayesian label distribution propagation: A semi-supervised probabilistic k	9
An interpretable deep fusion framework for event log repair	9
“Managing, Mining and Learning in the Legal Data Domain”	9
Editorial Board	9
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events	9
CoPModL: Construction Process Modeling Language and Satisfiability Checking	9
Adaptive sliding window normalization	9
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	9
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	9
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	9
Editorial Board	9
A hierarchical transformer-based network for multivariate time series classification	8
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	8
Special issue on verification, control, and repair in business process management	8
A detection method for hybrid attacks in recommender systems	8
Achieving framed autonomy in AI-augmented business process management systems through automated planning	8
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI	8
Secure multi-dimensional data retrieval with access control and range query in the cloud	8
Federated conformance checking	8
Editorial Board	8
A survey on the use of blockchains to achieve supply chain security	8
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	8
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	8
Relational schema optimization for RDF-based knowledge graphs	8
Best practices of testing database manipulation code	8
Query-centric regression	8
Weighted top-k dominating queries on highly incomplete data	8
Simple querying service for OpenAPI descriptions with semantic extensions	8

Process discovery with context-aware process trees	7
Predicting information diffusion via deep temporal convolutional networks	7
Discovery, simulation, and optimization of business processes with differentiated resources	7
Explaining results of path queries on graphs: Single-path results for context-free path queries	7
Root-cause analysis of business processes: How humans utilize multiple sources of information to explain observations	7
Conformance checking of partially matching processes: An entropy-based approach	7
When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs	7
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	7
Natural language-based detection of semantic execution anomalies in event logs	7
Reduction of data-value-aware process models: A relevance-based approach	7
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	7
Class Representatives Selection in non-metric spaces for nearest prototype classification	7
Context-aware automated ICD coding: A semantic-driven approach	7
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	7
From action to response to effect: Mining statistical relations in work processes	7
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	7
STracker: A framework for identifying sentiment changes in customer feedbacks	6
Natural language querying of process execution data	6
Data Lakehouse: A survey and experimental study	6
Box queries over multi-dimensional streams	6
Online correlation for unlabeled process events: A flexible CEP-based approach	6
Exploiting GPUs for fast intersection of large sets	6
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	6
The GDPR enforcement fines at glance	6
Exploiting label semantics for rule-based activity recommendation in business process modeling	6
Adoption of IT solutions: A data-driven analysis approach	6
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	6
Repairing raw metadata for metadata management	6
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	6
Proactive conformance checking: An approach for predicting deviations in business processes	6
Tri-AL: An open source platform for visualization and analysis of clinical trials	6
Process Query Language: Design, Implementation, and Evaluation	5
Graph functional dependencies: Analysis and translation to PG-schema	5
An incremental algorithm for repairing denial constraint violations	5
A foundation for spatio-textual-temporal cube analytics	5
Editorial Board	5
Semantics-aware mechanisms for control-flow anonymization in process mining	5
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	5
Centrality measures in fuzzy social networks	5
A study into the contingencies of process improvement methods	5
Editorial Board	5
Two-level massive string dictionaries	5
Effective data exploration through clustering of local attributive explanations	5
Temporal representation and reasoning in data-intensive systems	5
Special issue: BPM 2022 Selected papers in Foundations and Engineering	5
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	5
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	5
Storing data once in M-trees and PM-trees: Revisiting the building principles of metric access methods	5
Hate speech detection is not as easy as you may think: A closer look at model validation (extended version)	5
Special issue: Selected papers of ICPM 2019	5
ExamGuard: Smart contracts for secure online test	5
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	5
Medoid Silhouette clustering with automatic cluster number selection	4
Learning to resolve inconsistencies in qualitative constraint networks	4
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	4
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	4
Incremental checking of SQL assertions in an RDBMS	4
Using AI explainable models and handwriting/drawing tasks for psychological well-being	4
Special Issue: Best Papers of the BPM 2023 Conference	4
Process-driven design of cloud data platforms	4
VOOL: A modular insight-based framework for vocalizing OLAP sessions	4
Assessing the value of ontologically unpacking a conceptual model for human genomics	4
Assured automatic dynamic reconfiguration of business processes	4
A meta-learning configuration framework for graph-based similarity search indexes	4
SheetReader: Efficient Specialized Spreadsheet Parsing	4
Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts	4
BR4DQ: A methodology for grouping business rules for data quality evaluation	4
Data variety, come as you are in multi-model data warehouses	4
Full-text search engine with suffix index for massive heterogeneous data	4
Editorial Board	4
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	4
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	4
Detecting inorganic financial campaigns on Twitter	4
Transactions across serverless functions leveraging stateful dataflows	4
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	4
Foundations and practice of binary process discovery	4
Towards the efficient discovery of meaningful functional dependencies	4
Trace selection and allocation for log-move audit of business process directly-follows graphs	4
A survey for managing temporal data in RDF	4
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	3
Towards retrieval-based conversational recommendation	3
Editorial Board	3
Electronic health records based reinforcement learning for treatment optimizing	3
AI-based decision support system for public procurement	3
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones	3
Semi-supervised and un-supervised clustering: A review and experimental evaluation	3
ABID: Angle Based Intrinsic Dimensionality — Theory and analysis	3
Data-driven prescriptive analytics applications: A comprehensive survey	3
Bot log mining: An approach to the integrated analysis of Robotic Process Automation and process mining	3
Emerging industry classification based on BERT model	3
Topic modeling algorithms and applications: A survey	3
Cost-aware process modeling in multiclouds	3
Editorial Board	3
Query by documents on top of a search interface	3
Explainable concept drift in process mining	3