Information Systems

Article	Citations
A generative and discriminative model for diversity-promoting recommendation	194
AMW 2019 Special Issue	152
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	132
Finding HSP neighbors via an exact, hierarchical approach	110
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	82
GTT: Leveraging data characteristics for guiding the tensor train decomposition	64
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	64
DOML: A new modeling approach to Infrastructure-as-Code	54
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	53
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	52
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	49
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	49
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	47
Formalising and animating multiple instances in BPMN collaborations	46
Editorial Board	44
Keyword search over schema-less RDF datasets by SPARQL query compilation	42
Enabling schema-independent data retrieval queries in MongoDB	41
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	40
Enabling semantics-aware process mining through the automatic annotation of event logs	38
BINet: Multi-perspective business process anomaly classification	38
Inductive link prediction via global relational semantic learning	36
Editorial Board	33
Editorial	33
Computation of alignments of business processes through relaxation labeling and local optimal search	32
The rise of nonnegative matrix factorization: Algorithms and applications	32

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

Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	15
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	14
Temporal graph processing in modern memory hierarchies	14
Editorial Board	14
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	14
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	14
An Alternating Optimization Scheme for Binary Sketches	14
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
Back to the Order: Partial orders in streaming conformance checking	14
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	13
ECG classification with learning ensemble based on symbolic discretization	13
A framework for measuring the quality of business process simulation models	13
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	13
An efficient hybrid query recommendation using shingling and hashing techniques	12
Unveiling the causes of waiting time in business processes from event logs	12
A statistical method for predicting quantitative variables in association rule mining	12
Discovering partially ordered workflow models	12
Generalized Ethereum Blockchain-based recommender system framework	12
Elastic scalable transaction processing in LeanXcale	12
A visual-semantic approach for building content-based recommender systems	12
Fast and eager k-medoids clustering: 12
All that glitters is not gold: Four maturity stages of process discovery algorithms	12
Finding meaningful paths in heterogeneous graphs with PathWays	11
Stochastic process mining: Earth movers’ stochastic conformance	11
A taxonomy and ontology for digital platforms	11
Editorial Board	11
On the evaluation and optimization of LabeledPAM	11
An empirical evaluation of unsupervised event log abstraction techniques in process mining	11
Process model abstraction for rapid comprehension of complex business processes	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
Training-free sparse representations of dense vectors for scalable information retrieval	11
Exploring computation offloading in IoT systems	10
Reproducible experiments with Learned Metric Index Framework	10
The Open V2X Management Platform: An intelligent charging station management system	10
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	10
Discovering data transfer routines from user interaction logs	10
Editorial Board	10
Pattern on demand in transactional distributed databases	10
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	10
Filtering with relational similarity	10
Measuring the interestingness of temporal logic behavioral specifications in process mining	10
Legal Information Retrieval systems: State-of-the-art and open issues	9
Bayesian label distribution propagation: A semi-supervised probabilistic k	9
Adaptive search query generation and refinement in systematic literature review	9
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	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	9
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events	9
Enhancing transparency in public procurement: A data-driven analytics approach	9
Privacy-preserving record linkage using reference set based encoding: A single parameter method	9
Blockchain technology for requirement traceability in systems engineering	9
Editorial Board	9
Computation over APT compressed data	9
Fragments of bag relational algebra: Expressiveness and certain answers	9
An interpretable deep fusion framework for event log repair	8
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	8
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	8
Weighted top-k dominating queries on highly incomplete data	8
Comparison of machine learning classifiers: A case study of temperature alarms in a pharmaceutical supply chain	8
Adaptive sliding window normalization	8
“Managing, Mining and Learning in the Legal Data Domain”	8
Editorial Board	8
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	8
CoPModL: Construction Process Modeling Language and Satisfiability Checking	8
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	8
Simple querying service for OpenAPI descriptions with semantic extensions	7
Editorial Board	7
Process discovery with context-aware process trees	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
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI	7
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	7
Achieving framed autonomy in AI-augmented business process management systems through automated planning	7
Editorial Board	7
When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs	7
Discovery, simulation, and optimization of business processes with differentiated resources	7
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	7
A hierarchical transformer-based network for multivariate time series classification	7

A survey on the use of blockchains to achieve supply chain security	7
Federated conformance checking	7
Query-centric regression	7
Context-aware automated ICD coding: A semantic-driven approach	7
Best practices of testing database manipulation code	7
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	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
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	6
Exploiting GPUs for fast intersection of large sets	6
Reduction of data-value-aware process models: A relevance-based approach	6
STracker: A framework for identifying sentiment changes in customer feedbacks	6
A detection method for hybrid attacks in recommender systems	6
Predicting information diffusion via deep temporal convolutional networks	6
Natural language querying of process execution data	6
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	6
Adoption of IT solutions: A data-driven analysis approach	6
Explaining results of path queries on graphs: Single-path results for context-free path queries	6
Conformance checking of partially matching processes: An entropy-based approach	6
From action to response to effect: Mining statistical relations in work processes	6
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	6
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	6
Two-level massive string dictionaries	5
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	5
Data Lakehouse: A survey and experimental study	5
The GDPR enforcement fines at glance	5
Repairing raw metadata for metadata management	5
An incremental algorithm for repairing denial constraint violations	5
Centrality measures in fuzzy social networks	5
Exploiting label semantics for rule-based activity recommendation in business process modeling	5
Tri-AL: An open source platform for visualization and analysis of clinical trials	5
Proactive conformance checking: An approach for predicting deviations in business processes	5
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	5
Editorial Board	5
Effective data exploration through clustering of local attributive explanations	5
Online correlation for unlabeled process events: A flexible CEP-based approach	5
Process Query Language: Design, Implementation, and Evaluation	5
Box queries over multi-dimensional streams	5
A study into the contingencies of process improvement methods	5
Storing data once in M-trees and PM-trees: Revisiting the building principles of metric access methods	5
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	4
Editorial Board	4
Reuse-centric k-means configuration	4
VOOL: A modular insight-based framework for vocalizing OLAP sessions	4
Foundations and practice of binary process discovery	4
Editorial Board	4
Data variety, come as you are in multi-model data warehouses	4
Semantics-aware mechanisms for control-flow anonymization in process mining	4
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	4
Special issue: Selected papers of ICPM 2019	4
Towards the efficient discovery of meaningful functional dependencies	4
SheetReader: Efficient Specialized Spreadsheet Parsing	4
Full-text search engine with suffix index for massive heterogeneous data	4
Trace selection and allocation for log-move audit of business process directly-follows graphs	4
ExamGuard: Smart contracts for secure online test	4
Hate speech detection is not as easy as you may think: A closer look at model validation (extended version)	4
A foundation for spatio-textual-temporal cube analytics	4
Process-driven design of cloud data platforms	4
Special Issue: Best Papers of the BPM 2023 Conference	4
Using AI explainable models and handwriting/drawing tasks for psychological well-being	4
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	4
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	4
Special issue: BPM 2022 Selected papers in Foundations and Engineering	4
Temporal representation and reasoning in data-intensive systems	4
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	4
A meta-learning configuration framework for graph-based similarity search indexes	3
Incremental checking of SQL assertions in an RDBMS	3
Assessing the value of ontologically unpacking a conceptual model for human genomics	3
Detecting inorganic financial campaigns on Twitter	3
Emerging industry classification based on BERT model	3
Hiding in the forest: Privacy-preserving process performance indicators	3
Exploring modified areas for updating influential nodes	3
Verifying compliance in process choreographies: Foundations, algorithms, and implementation	3
Trends in Design, Optimization, Languages, and Analytical Processing of Big Data (DOLAP 2020)	3
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	3
Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts	3
BR4DQ: A methodology for grouping business rules for data quality evaluation	3
Medoid Silhouette clustering with automatic cluster number selection	3
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	3
Query by documents on top of a search interface	3
Stream-aware indexing for distributed inequality join processing	3
Skyline recomputation in Big Data	3
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	3
Transactions across serverless functions leveraging stateful dataflows	3
A survey for managing temporal data in RDF	3
Assured automatic dynamic reconfiguration of business processes	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
Learning to resolve inconsistencies in qualitative constraint networks	3
A split–merge clustering algorithm based on the k-nearest neighbor graph	3