Information Systems

Article	Citations
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	174
AMW 2019 Special Issue	122
A generative and discriminative model for diversity-promoting recommendation	122
GTT: Leveraging data characteristics for guiding the tensor train decomposition	103
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	77
DOML: A new modeling approach to Infrastructure-as-Code	61
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	56
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	54
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	52
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	50
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	46
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	45
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	42
Formalising and animating multiple instances in BPMN collaborations	42
Editorial Board	40
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	38
Inductive link prediction via global relational semantic learning	38
Enabling schema-independent data retrieval queries in MongoDB	37
Keyword search over schema-less RDF datasets by SPARQL query compilation	37
Computation of alignments of business processes through relaxation labeling and local optimal search	37
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	32
Reinforcement learning with time intervals for temporal knowledge graph reasoning	32
Editorial	30
Query filtering using two-dimensional local embeddings	29
Enabling semantics-aware process mining through the automatic annotation of event logs	28

Editorial Board	28
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	27
The rise of nonnegative matrix factorization: Algorithms and applications	27
BINet: Multi-perspective business process anomaly classification	26
Prescriptive process monitoring based on causal effect estimation	26
Detecting trend deviations with generic stream processing patterns	26
A holistic approach for modeling and predicting bike demand	25
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	24
TREATS: Fairness-aware entity resolution over streaming data	24
RCELF: A residual-based approach for Influence Maximization Problem	24
The role of local dimensionality measures in benchmarking nearest neighbor search	24
Editorial Board	23
Editorial Board	23
On the discovery of seasonal gradual patterns through periodic patterns mining	23
Efficient query evaluation techniques over large amount of distributed linked data	22
Editorial Board	21
An efficient approach for discovering Graph Entity Dependencies (GEDs)	21
GoFast: Graph-based optimization for efficient and scalable query evaluation	20
Editorial Board	20
Editorial	20
Discovering hybrid process models with bounds on time and complexity	20
Model-based trace variant analysis of event logs	19
Empowering conformance checking using Big Data through horizontal decomposition	19
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	19
FDM: Effective and efficient incident detection on sparse trajectory data	19
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	18
Detecting the adversarially-learned injection attacks via knowledge graphs	18
Stochastic-aware precision and recall measures for conformance checking in process mining	17
Influence maximization based on discrete particle swarm optimization on multilayer network	17
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	17
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	16
Petri net-based object-centric processes with read-only data	16
BPMN in healthcare: Challenges and best practices	16
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	16
Adaptive personalized recommender system using learning automata and items clustering	16
Enhancing business process simulation models with extraneous activity delays	16
Exploring data using patterns: A survey	16
Assessing and improving measurability of process performance indicators based on quality of logs	15
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	15
Speed prediction in large and dynamic traffic sensor networks	15
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	15
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	14
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	14
Sampling and approximation techniques for efficient process conformance checking	14
Editorial Board	14
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	14
On the use of trajectory data for tackling data scarcity	14
Temporal graph processing in modern memory hierarchies	14
Transparent assessment of information quality of online reviews using formal argumentation theory	14

Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
A framework for measuring the quality of business process simulation models	13
Cracking in-memory database index: A case study for Adaptive Radix Tree index	13
Generalized Ethereum Blockchain-based recommender system framework	13
Unveiling the causes of waiting time in business processes from event logs	13
All that glitters is not gold: Four maturity stages of process discovery algorithms	13
A visual-semantic approach for building content-based recommender systems	13
ECG classification with learning ensemble based on symbolic discretization	13
Fast and eager k-medoids clustering: 12
A statistical method for predicting quantitative variables in association rule mining	12
An efficient hybrid query recommendation using shingling and hashing techniques	11
Discovering partially ordered workflow models	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
An empirical evaluation of unsupervised event log abstraction techniques in process mining	11
Stochastic process mining: Earth movers’ stochastic conformance	11
Process model abstraction for rapid comprehension of complex business processes	11
Elastic scalable transaction processing in LeanXcale	11
A taxonomy and ontology for digital platforms	11
Exploring computation offloading in IoT systems	11
Finding meaningful paths in heterogeneous graphs with PathWays	10
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	10
Discovering data transfer routines from user interaction logs	10
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	10
Editorial Board	10
Fragments of bag relational algebra: Expressiveness and certain answers	10
Filtering with relational similarity	9
Pattern on demand in transactional distributed databases	9
Quantifying and relating the completeness and diversity of process representations using species estimation	9
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	9
Adaptive search query generation and refinement in systematic literature review	9
The Open V2X Management Platform: An intelligent charging station management system	9
Editorial Board	9
Enhancing transparency in public procurement: A data-driven analytics approach	9
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	9
Reproducible experiments with Learned Metric Index Framework	9
Computation over APT compressed data	9
Measuring the interestingness of temporal logic behavioral specifications in process mining	9
Legal Information Retrieval systems: State-of-the-art and open issues	9
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	9
Bayesian label distribution propagation: A semi-supervised probabilistic k	8
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events	8
CoPModL: Construction Process Modeling Language and Satisfiability Checking	8
Weighted top-k dominating queries on highly incomplete data	8
Adaptive sliding window normalization	8
Editorial Board	8
Editorial Board	8
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI	8
Comparison of machine learning classifiers: A case study of temperature alarms in a pharmaceutical supply chain	8
Blockchain technology for requirement traceability in systems engineering	8
Editorial Board	8
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	8
Best practices of testing database manipulation code	7
A survey on the use of blockchains to achieve supply chain security	7
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	7
Editorial Board	7
Editorial Board	7
A detection method for hybrid attacks in recommender systems	7
Query-centric regression	7
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	7
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	7
Process discovery with context-aware process trees	7
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	7
Predicting information diffusion via deep temporal convolutional networks	7
Conformance checking of partially matching processes: An entropy-based approach	7
“Managing, Mining and Learning in the Legal Data Domain”	7
Secure multi-dimensional data retrieval with access control and range query in the cloud	7
Relational schema optimization for RDF-based knowledge graphs	7
Simple querying service for OpenAPI descriptions with semantic extensions	7
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	7
Reduction of data-value-aware process models: A relevance-based approach	6
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	6
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	6
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	6
Exploiting label semantics for rule-based activity recommendation in business process modeling	6
Natural language-based detection of semantic execution anomalies in event logs	6
Explaining results of path queries on graphs: Single-path results for context-free path queries	6
STracker: A framework for identifying sentiment changes in customer feedbacks	6
From action to response to effect: Mining statistical relations in work processes	6
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	6
Discovery, simulation, and optimization of business processes with differentiated resources	6

Natural language querying of process execution data	6
Exploiting GPUs for fast intersection of large sets	6
Process Query Language: Design, Implementation, and Evaluation	6
An incremental algorithm for repairing denial constraint violations	5
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	5
Proactive conformance checking: An approach for predicting deviations in business processes	5
Repairing raw metadata for metadata management	5
Centrality measures in fuzzy social networks	5
Editorial Board	5
Hate speech detection is not as easy as you may think: A closer look at model validation (extended version)	5
Editorial Board	5
Storing data once in M-trees and PM-trees: Revisiting the building principles of metric access methods	5
The GDPR enforcement fines at glance	5
Adoption of IT solutions: A data-driven analysis approach	5
Tri-AL: An open source platform for visualization and analysis of clinical trials	5
A foundation for spatio-textual-temporal cube analytics	5
Editorial Board	5
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	5
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	5
Effective data exploration through clustering of local attributive explanations	5
A study into the contingencies of process improvement methods	5
Data Lakehouse: A survey and experimental study	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
Box queries over multi-dimensional streams	5
Special issue: Selected papers of ICPM 2019	5
Two-level massive string dictionaries	5
Data variety, come as you are in multi-model data warehouses	4
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	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
ExamGuard: Smart contracts for secure online test	4
Towards the efficient discovery of meaningful functional dependencies	4
Editorial Board	4
Transactions across serverless functions leveraging stateful dataflows	4
BR4DQ: A methodology for grouping business rules for data quality evaluation	4
SheetReader: Efficient Specialized Spreadsheet Parsing	4
Semantics-aware mechanisms for control-flow anonymization in process mining	4
Special Issue: Best Papers of the BPM 2023 Conference	4
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	4
A Data Science approach analysing the Impact of Injuries on Basketball Player and Team Performance	4
Reuse-centric k-means configuration	4
Foundations and practice of binary process discovery	4
Temporal representation and reasoning in data-intensive systems	4
Rating prediction based on combination of review mining and user preference analysis	4
Assured automatic dynamic reconfiguration of business processes	3
Detecting inorganic financial campaigns on Twitter	3
Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts	3
Emerging industry classification based on BERT model	3
Explainable concept drift in process mining	3
Towards retrieval-based conversational recommendation	3
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones	3
Accelerating large-scale weighted similarity queries based on external storage	3
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	3
Trends in Design, Optimization, Languages, and Analytical Processing of Big Data (DOLAP 2020)	3
A meta-learning configuration framework for graph-based similarity search indexes	3
Assessing the value of ontologically unpacking a conceptual model for human genomics	3
VOOL: A modular insight-based framework for vocalizing OLAP sessions	3
Medoid Silhouette clustering with automatic cluster number selection	3
AI-based decision support system for public procurement	3
Electronic health records based reinforcement learning for treatment optimizing	3
Bot log mining: An approach to the integrated analysis of Robotic Process Automation and process mining	3
Skyline recomputation in Big Data	3
Exploring modified areas for updating influential nodes	3
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	3
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	3
Using AI explainable models and handwriting/drawing tasks for psychological well-being	3
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	3
Full-text search engine with suffix index for massive heterogeneous data	3
Stream-aware indexing for distributed inequality join processing	3
A split–merge clustering algorithm based on the k-nearest neighbor graph	3
Hiding in the forest: Privacy-preserving process performance indicators	3
Verifying compliance in process choreographies: Foundations, algorithms, and implementation	3
Query by documents on top of a search interface	3
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	3