Information Systems

Article	Citations
A generative and discriminative model for diversity-promoting recommendation	187
AMW 2019 Special Issue	141
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	127
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	109
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	81
GTT: Leveraging data characteristics for guiding the tensor train decomposition	63
Formalising and animating multiple instances in BPMN collaborations	63
DOML: A new modeling approach to Infrastructure-as-Code	54
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	52
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	51
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	48
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	47
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	46
Inductive link prediction via global relational semantic learning	43
Editorial Board	43
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	41
Keyword search over schema-less RDF datasets by SPARQL query compilation	41
Enabling schema-independent data retrieval queries in MongoDB	41
Reinforcement learning with time intervals for temporal knowledge graph reasoning	39
Editorial	33
Enabling semantics-aware process mining through the automatic annotation of event logs	33
Editorial Board	32
BINet: Multi-perspective business process anomaly classification	32
Computation of alignments of business processes through relaxation labeling and local optimal search	32
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	31

Query filtering using two-dimensional local embeddings	30
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	29
The rise of nonnegative matrix factorization: Algorithms and applications	29
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	28
Detecting trend deviations with generic stream processing patterns	28
Prescriptive process monitoring based on causal effect estimation	27
Resource allocation in business process executions—A systematic literature study	26
A holistic approach for modeling and predicting bike demand	26
Editorial Board	25
TREATS: Fairness-aware entity resolution over streaming data	25
RCELF: A residual-based approach for Influence Maximization Problem	25
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	25
On the discovery of seasonal gradual patterns through periodic patterns mining	24
The role of local dimensionality measures in benchmarking nearest neighbor search	23
Editorial Board	22
Editorial Board	22
GoFast: Graph-based optimization for efficient and scalable query evaluation	21
Editorial	21
Editorial Board	21
Advances in databases and information systems — Selected papers from ADBIS 2023	20
Empowering conformance checking using Big Data through horizontal decomposition	20
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	20
Influence maximization based on discrete particle swarm optimization on multilayer network	20
Model-based trace variant analysis of event logs	20
Petri net-based object-centric processes with read-only data	19
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	19
Capturing end-to-end provenance for machine learning pipelines	19
Stochastic-aware precision and recall measures for conformance checking in process mining	19
Efficient query evaluation techniques over large amount of distributed linked data	18
An efficient approach for discovering Graph Entity Dependencies (GEDs)	18
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	18
Detecting the adversarially-learned injection attacks via knowledge graphs	18
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	17
Enhancing business process simulation models with extraneous activity delays	17
FDM: Effective and efficient incident detection on sparse trajectory data	17
Adaptive personalized recommender system using learning automata and items clustering	17
Discovering hybrid process models with bounds on time and complexity	17
Exploring data using patterns: A survey	16
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	16
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	16
BPMN in healthcare: Challenges and best practices	16
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	16
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	16
On the use of trajectory data for tackling data scarcity	16
Transparent assessment of information quality of online reviews using formal argumentation theory	15
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	15
Sampling and approximation techniques for efficient process conformance checking	15
Cracking in-memory database index: A case study for Adaptive Radix Tree index	14
Assessing and improving measurability of process performance indicators based on quality of logs	14
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	14

A framework for measuring the quality of business process simulation models	14
Generalized Ethereum Blockchain-based recommender system framework	14
Advancing EHR analysis: Predictive medication modeling using LLMs	14
Temporal graph processing in modern memory hierarchies	14
A statistical method for predicting quantitative variables in association rule mining	14
All that glitters is not gold: Four maturity stages of process discovery algorithms	14
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	14
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	14
Editorial Board	14
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	14
ECG classification with learning ensemble based on symbolic discretization	14
An efficient hybrid query recommendation using shingling and hashing techniques	13
A visual-semantic approach for building content-based recommender systems	13
Fast and eager k-medoids clustering: 13
Unveiling the causes of waiting time in business processes from event logs	13
Elastic scalable transaction processing in LeanXcale	13
Discovering partially ordered workflow models	12
Special issue: BPM 2018 selected papers in foundations and engineering	12
Stochastic process mining: Earth movers’ stochastic conformance	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
A taxonomy and ontology for digital platforms	12
Process model abstraction for rapid comprehension of complex business processes	11
Exploring computation offloading in IoT systems	11
The Open V2X Management Platform: An intelligent charging station management system	11
Editorial Board	11
Discovering data transfer routines from user interaction logs	11
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	11
Editorial Board	11
Finding meaningful paths in heterogeneous graphs with PathWays	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
Filtering with relational similarity	11
Quantifying and relating the completeness and diversity of process representations using species estimation	11
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	10
Adaptive search query generation and refinement in systematic literature review	10
Measuring the interestingness of temporal logic behavioral specifications in process mining	10
Pattern on demand in transactional distributed databases	10
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	10
Legal Information Retrieval systems: State-of-the-art and open issues	10
Reproducible experiments with Learned Metric Index Framework	10
Computation over APT compressed data	10
Fragments of bag relational algebra: Expressiveness and certain answers	10
Enhancing transparency in public procurement: A data-driven analytics approach	10
Blockchain technology for requirement traceability in systems engineering	9
Comparison of machine learning classifiers: A case study of temperature alarms in a pharmaceutical supply chain	9
CoPModL: Construction Process Modeling Language and Satisfiability Checking	9
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	9
An interpretable deep fusion framework for event log repair	9
Editorial Board	9
Adaptive sliding window normalization	9
Editorial Board	9
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	9
Bayesian label distribution propagation: A semi-supervised probabilistic k	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
“Managing, Mining and Learning in the Legal Data Domain”	9
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	8
Editorial Board	8
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI	8
A survey on the use of blockchains to achieve supply chain security	8
Simple querying service for OpenAPI descriptions with semantic extensions	8
Federated conformance checking	8
Query-centric regression	8
A hierarchical transformer-based network for multivariate time series classification	8
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	8
Secure multi-dimensional data retrieval with access control and range query in the cloud	8
Editorial Board	8
When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs	8
Weighted top-k dominating queries on highly incomplete data	8
Relational schema optimization for RDF-based knowledge graphs	8
Natural language-based detection of semantic execution anomalies in event logs	7
A detection method for hybrid attacks in recommender systems	7
Predicting information diffusion via deep temporal convolutional networks	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	7
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	7
From action to response to effect: Mining statistical relations in work processes	7
Best practices of testing database manipulation code	7
Conformance checking of partially matching processes: An entropy-based approach	7
Process discovery with context-aware process trees	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
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	7
Context-aware automated ICD coding: A semantic-driven approach	7
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	7
Discovery, simulation, and optimization of business processes with differentiated resources	7
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	7
Exploiting GPUs for fast intersection of large sets	7
Natural language querying of process execution data	7
STracker: A framework for identifying sentiment changes in customer feedbacks	7
The GDPR enforcement fines at glance	6
Data Lakehouse: A survey and experimental study	6
Adoption of IT solutions: A data-driven analysis approach	6
Online correlation for unlabeled process events: A flexible CEP-based approach	6
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	6
Process Query Language: Design, Implementation, and Evaluation	6
Box queries over multi-dimensional streams	6
Tri-AL: An open source platform for visualization and analysis of clinical trials	6
Repairing raw metadata for metadata management	6
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	6
A Data Science approach analysing the Impact of Injuries on Basketball Player and Team Performance	5
Effective data exploration through clustering of local attributive explanations	5
Exploiting label semantics for rule-based activity recommendation in business process modeling	5
Hate speech detection is not as easy as you may think: A closer look at model validation (extended version)	5
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	5
Editorial Board	5
ExamGuard: Smart contracts for secure online test	5
Special issue: BPM 2022 Selected papers in Foundations and Engineering	5
A foundation for spatio-textual-temporal cube analytics	5
An incremental algorithm for repairing denial constraint violations	5
Centrality measures in fuzzy social networks	5
Proactive conformance checking: An approach for predicting deviations in business processes	5
Editorial Board	5
Special Issue: Best Papers of the BPM 2023 Conference	5
Semantics-aware mechanisms for control-flow anonymization in process mining	5
Data variety, come as you are in multi-model data warehouses	5
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	5
Two-level massive string dictionaries	5
Storing data once in M-trees and PM-trees: Revisiting the building principles of metric access methods	5
A study into the contingencies of process improvement methods	5
Editorial Board	5
Special issue: Selected papers of ICPM 2019	5
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	5
Temporal representation and reasoning in data-intensive systems	5
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	4
Using AI explainable models and handwriting/drawing tasks for psychological well-being	4
Assessing the value of ontologically unpacking a conceptual model for human genomics	4
SheetReader: Efficient Specialized Spreadsheet Parsing	4
A meta-learning configuration framework for graph-based similarity search indexes	4
Trace selection and allocation for log-move audit of business process directly-follows graphs	4
BR4DQ: A methodology for grouping business rules for data quality evaluation	4
Towards the efficient discovery of meaningful functional dependencies	4
Editorial Board	4
Full-text search engine with suffix index for massive heterogeneous data	4
Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts	4
Detecting inorganic financial campaigns on Twitter	4
A survey for managing temporal data in RDF	4
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	4
Process-driven design of cloud data platforms	4
VOOL: A modular insight-based framework for vocalizing OLAP sessions	4
Reuse-centric k-means configuration	4
Transactions across serverless functions leveraging stateful dataflows	4
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	4
Foundations and practice of binary process discovery	4
Rating prediction based on combination of review mining and user preference analysis	4
Hiding in the forest: Privacy-preserving process performance indicators	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
Bot log mining: An approach to the integrated analysis of Robotic Process Automation and process mining	3
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones	3
Editorial Board	3
Editorial Board	3
A split–merge clustering algorithm based on the k-nearest neighbor graph	3
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	3
Accelerating large-scale weighted similarity queries based on external storage	3
Assured automatic dynamic reconfiguration of business processes	3
Stream-aware indexing for distributed inequality join processing	3
AI-based decision support system for public procurement	3
Simultaneous and collaborative development of satellites and Information Systems to support their lifecycle processes	3
Semi-supervised and un-supervised clustering: A review and experimental evaluation	3
Towards retrieval-based conversational recommendation	3
Explainable concept drift in process mining	3
Skyline recomputation in Big Data	3
Query by documents on top of a search interface	3
Medoid Silhouette clustering with automatic cluster number selection	3
Trends in Design, Optimization, Languages, and Analytical Processing of Big Data (DOLAP 2020)	3
Emerging industry classification based on BERT model	3
Enhancing Entity Resolution with a hybrid Active Machine Learning framework: Strategies for optimal learning in sparse datasets	3
Cost-aware process modeling in multiclouds	3
Electronic health records based reinforcement learning for treatment optimizing	3
Verifying compliance in process choreographies: Foundations, algorithms, and implementation	3
Topic modeling algorithms and applications: A survey	3
Exploring modified areas for updating influential nodes	3