Information Systems

Article	Citations
A generative and discriminative model for diversity-promoting recommendation	198
AMW 2019 Special Issue	159
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	139
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	113
GTT: Leveraging data characteristics for guiding the tensor train decomposition	84
DOML: A new modeling approach to Infrastructure-as-Code	66
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	64
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	56
Finding HSP neighbors via an exact, hierarchical approach	55
Formalising and animating multiple instances in BPMN collaborations	53
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	51
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	50
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	49
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	49
Keyword search over schema-less RDF datasets by SPARQL query compilation	45
Editorial Board	45
Enabling schema-independent data retrieval queries in MongoDB	44
Enabling semantics-aware process mining through the automatic annotation of event logs	44
Inductive link prediction via global relational semantic learning	42
Reinforcement learning with time intervals for temporal knowledge graph reasoning	41
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	41
BINet: Multi-perspective business process anomaly classification	35
Editorial	34
Computation of alignments of business processes through relaxation labeling and local optimal search	33
Editorial Board	33

A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	32
ADAPT: Fairness & diversity for sequential group recommendations	32
The rise of nonnegative matrix factorization: Algorithms and applications	30
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	30
Query filtering using two-dimensional local embeddings	29
Detecting trend deviations with generic stream processing patterns	28
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	28
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	28
Editorial Board	27
RCELF: A residual-based approach for Influence Maximization Problem	27
TREATS: Fairness-aware entity resolution over streaming data	26
A holistic approach for modeling and predicting bike demand	26
The role of local dimensionality measures in benchmarking nearest neighbor search	26
On the discovery of seasonal gradual patterns through periodic patterns mining	26
Resource allocation in business process executions—A systematic literature study	25
Prescriptive process monitoring based on causal effect estimation	25
Stochastic conformance checking based on variable-length Markov chains	24
Editorial Board	23
Editorial Board	23
Editorial Board	23
Editorial	22
Model-based trace variant analysis of event logs	22
Advances in databases and information systems — Selected papers from ADBIS 2023	21
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	21
An efficient approach for discovering Graph Entity Dependencies (GEDs)	21
Discovering hybrid process models with bounds on time and complexity	20
Detecting the adversarially-learned injection attacks via knowledge graphs	20
FDM: Effective and efficient incident detection on sparse trajectory data	20
Efficient query evaluation techniques over large amount of distributed linked data	19
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	19
Capturing end-to-end provenance for machine learning pipelines	18
Stochastic-aware precision and recall measures for conformance checking in process mining	18
Editorial Board	18
Enhancing business process simulation models with extraneous activity delays	18
Parameterization-free clustering with sparse data observers	18
Petri net-based object-centric processes with read-only data	17
Exploring data using patterns: A survey	17
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	17
BPMN in healthcare: Challenges and best practices	17
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	17
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	17
Adaptive personalized recommender system using learning automata and items clustering	17
Influence maximization based on discrete particle swarm optimization on multilayer network	17
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	16
Transparent assessment of information quality of online reviews using formal argumentation theory	16
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	16
Advancing EHR analysis: Predictive medication modeling using LLMs	16
Sampling and approximation techniques for efficient process conformance checking	16
On the use of trajectory data for tackling data scarcity	16
An Alternating Optimization Scheme for Binary Sketches	15

Assessing and improving measurability of process performance indicators based on quality of logs	15
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
Back to the Order: Partial orders in streaming conformance checking	15
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
ECG classification with learning ensemble based on symbolic discretization	14
Cracking in-memory database index: A case study for Adaptive Radix Tree index	14
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	14
Editorial Board	14
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	14
Temporal graph processing in modern memory hierarchies	14
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	14
A statistical method for predicting quantitative variables in association rule mining	14
A visual-semantic approach for building content-based recommender systems	13
A framework for measuring the quality of business process simulation models	13
All that glitters is not gold: Four maturity stages of process discovery algorithms	13
Fast and eager k-medoids clustering: 13
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
Generalized Ethereum Blockchain-based recommender system framework	13
Elastic scalable transaction processing in LeanXcale	12
An efficient hybrid query recommendation using shingling and hashing techniques	12
Discovering partially ordered workflow models	12
Unveiling the causes of waiting time in business processes from event logs	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
A taxonomy and ontology for digital platforms	12
Training-free sparse representations of dense vectors for scalable information retrieval	12
Stochastic process mining: Earth movers’ stochastic conformance	12
Filtering with relational similarity	11
Finding meaningful paths in heterogeneous graphs with PathWays	11
Process model abstraction for rapid comprehension of complex business processes	11
Discovering data transfer routines from user interaction logs	11
Exploring computation offloading in IoT systems	11
Editorial Board	11
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
Computation over APT compressed data	10
Fragments of bag relational algebra: Expressiveness and certain answers	10
Adaptive search query generation and refinement in systematic literature review	10
Pattern on demand in transactional distributed databases	10
Editorial Board	10
Quantifying and relating the completeness and diversity of process representations using species estimation	10
Enhancing transparency in public procurement: A data-driven analytics approach	10
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10
Reproducible experiments with Learned Metric Index Framework	10
The Open V2X Management Platform: An intelligent charging station management system	10
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	10
Comparison of machine learning classifiers: A case study of temperature alarms in a pharmaceutical supply chain	9
Legal Information Retrieval systems: State-of-the-art and open issues	9
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events	9
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	9
Adaptive sliding window normalization	9
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	9
Editorial Board	9
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	9
CoPModL: Construction Process Modeling Language and Satisfiability Checking	9
Measuring the interestingness of temporal logic behavioral specifications in process mining	9
Blockchain technology for requirement traceability in systems engineering	9
An interpretable deep fusion framework for event log repair	9
Bayesian label distribution propagation: A semi-supervised probabilistic k	9
Simple querying service for OpenAPI descriptions with semantic extensions	8
A survey on the use of blockchains to achieve supply chain security	8
“Managing, Mining and Learning in the Legal Data Domain”	8
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	8
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	8
Query-centric regression	8
Best practices of testing database manipulation code	8
Weighted top-k dominating queries on highly incomplete data	8
A hierarchical transformer-based network for multivariate time series classification	8
Editorial Board	8
Relational schema optimization for RDF-based knowledge graphs	8
Editorial Board	8
When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs	8
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI	8
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	8
Achieving framed autonomy in AI-augmented business process management systems through automated planning	8
Secure multi-dimensional data retrieval with access control and range query in the cloud	8
Federated conformance checking	8
Editorial Board	8
Context-aware automated ICD coding: A semantic-driven approach	8

A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	7
Process discovery with context-aware process trees	7
Predicting information diffusion via deep temporal convolutional networks	7
Explaining results of path queries on graphs: Single-path results for context-free path queries	7
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	7
A detection method for hybrid attacks in recommender systems	7
Class Representatives Selection in non-metric spaces for nearest prototype classification	7
Natural language-based detection of semantic execution anomalies in event logs	7
Exploiting GPUs for fast intersection of large sets	7
Discovery, simulation, and optimization of business processes with differentiated resources	7
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	7
Conformance checking of partially matching processes: An entropy-based 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
Reduction of data-value-aware process models: A relevance-based approach	7
Natural language querying of process execution data	6
STracker: A framework for identifying sentiment changes in customer feedbacks	6
Tri-AL: An open source platform for visualization and analysis of clinical trials	6
Proactive conformance checking: An approach for predicting deviations in business processes	6
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	6
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	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
Process Query Language: Design, Implementation, and Evaluation	6
Online correlation for unlabeled process events: A flexible CEP-based approach	6
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	6
Box queries over multi-dimensional streams	6
Data Lakehouse: A survey and experimental study	6
Exploiting label semantics for rule-based activity recommendation in business process modeling	6
The GDPR enforcement fines at glance	6
Special issue: Selected papers of ICPM 2019	5
ExamGuard: Smart contracts for secure online test	5
Centrality measures in fuzzy social networks	5
Editorial Board	5
Two-level massive string dictionaries	5
DaMoOp: A global approach for optimizing denormalized schemas through a multidimensional cost model	5
Editorial Board	5
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	5
Hate speech detection is not as easy as you may think: A closer look at model validation (extended version)	5
Storing data once in M-trees and PM-trees: Revisiting the building principles of metric access methods	5
A foundation for spatio-textual-temporal cube analytics	5
Effective data exploration through clustering of local attributive explanations	5
Temporal representation and reasoning in data-intensive systems	5
A study into the contingencies of process improvement methods	5
An incremental algorithm for repairing denial constraint violations	5
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	5
Special Issue: Best Papers of the BPM 2023 Conference	4
Data variety, come as you are in multi-model data warehouses	4
Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts	4
Using AI explainable models and handwriting/drawing tasks for psychological well-being	4
Compressed consecutive pattern matching	4
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	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
Semantics-aware mechanisms for control-flow anonymization in process mining	4
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	4
BR4DQ: A methodology for grouping business rules for data quality evaluation	4
Trace selection and allocation for log-move audit of business process directly-follows graphs	4
A meta-learning configuration framework for graph-based similarity search indexes	4
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	4
Detecting inorganic financial campaigns on Twitter	4
Reuse-centric k-means configuration	4
Foundations and practice of binary process discovery	4
Towards the efficient discovery of meaningful functional dependencies	4
Special issue: BPM 2022 Selected papers in Foundations and Engineering	4
Process-driven design of cloud data platforms	4
Full-text search engine with suffix index for massive heterogeneous data	4
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	4
SheetReader: Efficient Specialized Spreadsheet Parsing	4
A survey for managing temporal data in RDF	4
Transactions across serverless functions leveraging stateful dataflows	4
Incremental checking of SQL assertions in an RDBMS	4
Editorial Board	4
Medoid Silhouette clustering with automatic cluster number selection	3
Towards retrieval-based conversational recommendation	3
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones	3
Editorial Board	3
AI-based decision support system for public procurement	3
Skyline recomputation in Big Data	3
A split–merge clustering algorithm based on the k-nearest neighbor graph	3
Trends in Design, Optimization, Languages, and Analytical Processing of Big Data (DOLAP 2020)	3
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	3
Stream-aware indexing for distributed inequality join processing	3
Semi-supervised and un-supervised clustering: A review and experimental evaluation	3
Topic modeling algorithms and applications: A survey	3
Verifying compliance in process choreographies: Foundations, algorithms, and implementation	3
Bot log mining: An approach to the integrated analysis of Robotic Process Automation and process mining	3
Assured automatic dynamic reconfiguration of business processes	3
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	3
Query by documents on top of a search interface	3
Editorial Board	3
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	3
Cost-aware process modeling in multiclouds	3
Exploring modified areas for updating influential nodes	3