Information Systems

Article	Citations
Finding HSP neighbors via an exact, hierarchical approach	221
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	202
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	130
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	91
GTT: Leveraging data characteristics for guiding the tensor train decomposition	74
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	67
AMW 2019 Special Issue	66
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	66
A generative and discriminative model for diversity-promoting recommendation	64
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	62
Formalising and animating multiple instances in BPMN collaborations	60
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	56
DOML: A new modeling approach to Infrastructure-as-Code	56
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	55
GlintLM: Graph-Layered Integration with Nodal Topology with Language Models — A Bipartite Approach to Question Answering	49
Editorial Board	49
Density based learned spatial index for clustered data	48
Editorial	47
Editorial Board	45
Editorial Board	45
Computation of alignments of business processes through relaxation labeling and local optimal search	41
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	39
Enabling schema-independent data retrieval queries in MongoDB	37
Reinforcement learning with time intervals for temporal knowledge graph reasoning	35
Enabling semantics-aware process mining through the automatic annotation of event logs	35

ADAPT: Fairness & diversity for sequential group recommendations	35
An interactive approach for group-based event log exploration	33
Inductive link prediction via global relational semantic learning	32
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	31
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	30
BINet: Multi-perspective business process anomaly classification	30
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	29
The rise of nonnegative matrix factorization: Algorithms and applications	28
Multi-source data outlier detection based on secure multi-party computation	28
On the discovery of seasonal gradual patterns through periodic patterns mining	27
Editorial Board	26
A holistic approach for modeling and predicting bike demand	26
Stochastic conformance checking based on variable-length Markov chains	24
Trajectory data management: A data model and predicate logic with operators for spatio-temporal query processing	23
Temporal relational algebras supporting preferences in temporal relational databases: Definition, properties and evaluation	23
Prescriptive process monitoring based on causal effect estimation	23
TREATS: Fairness-aware entity resolution over streaming data	23
Advances in databases and information systems — Selected papers from ADBIS 2023	22
Resource allocation in business process executions—A systematic literature study	22
Capturing end-to-end provenance for machine learning pipelines	22
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	22
Petri net-based object-centric processes with read-only data	22
Detecting the adversarially-learned injection attacks via knowledge graphs	21
Editorial Board	21
Editorial	20
Exploring data using patterns: A survey	20
Efficient query evaluation techniques over large amount of distributed linked data	20
Editorial Board	20
Discovering hybrid process models with bounds on time and complexity	20
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	19
Stochastic-aware precision and recall measures for conformance checking in process mining	19
Editorial Board	19
FDM: Effective and efficient incident detection on sparse trajectory data	18
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	18
Enhancing business process simulation models with extraneous activity delays	18
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	18
Adaptive personalized recommender system using learning automata and items clustering	18
BPMN in healthcare: Challenges and best practices	18
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	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
Parameterization-free clustering with sparse data observers	17
Sampling and approximation techniques for efficient process conformance checking	17
Influence maximization based on discrete particle swarm optimization on multilayer network	17
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	16
Back to the Order: Partial orders in streaming conformance checking	16
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	16
Assessing and improving measurability of process performance indicators based on quality of logs	16
Transparent assessment of information quality of online reviews using formal argumentation theory	16
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	15

An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	15
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
On the use of trajectory data for tackling data scarcity	15
A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	15
Cracking in-memory database index: A case study for Adaptive Radix Tree index	14
Advancing EHR analysis: Predictive medication modeling using LLMs	14
Editorial Board	14
Temporal graph processing in modern memory hierarchies	14
ECG classification with learning ensemble based on symbolic discretization	14
An Alternating Optimization Scheme for Binary Sketches	14
All that glitters is not gold: Four maturity stages of process discovery algorithms	13
Generalized Ethereum Blockchain-based recommender system framework	13
A framework for measuring the quality of business process simulation models	13
A statistical method for predicting quantitative variables in association rule mining	13
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	13
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	13
Unveiling the causes of waiting time in business processes from event logs	13
Training-free sparse representations of dense vectors for scalable information retrieval	12
An efficient hybrid query recommendation using shingling and hashing techniques	12
Editorial Board	12
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	12
Discovering partially ordered workflow models	12
A taxonomy and ontology for digital platforms	12
On the evaluation and optimization of LabeledPAM	12
A visual-semantic approach for building content-based recommender systems	12
Elastic scalable transaction processing in LeanXcale	12
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
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
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
Process model abstraction for rapid comprehension of complex business processes	11
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	11
Exploring computation offloading in IoT systems	11
Discovering data transfer routines from user interaction logs	11
The Open V2X Management Platform: An intelligent charging station management system	11
Reproducible experiments with Learned Metric Index Framework	10
Legal Information Retrieval systems: State-of-the-art and open issues	10
Blockchain technology for requirement traceability in systems engineering	10
Adaptive search query generation and refinement in systematic literature review	10
Computation over APT compressed data	10
Measuring the interestingness of temporal logic behavioral specifications in process mining	10
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	10
Fragments of bag relational algebra: Expressiveness and certain answers	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
Editorial Board	10
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10
Pattern on demand in transactional distributed databases	10
Bayesian label distribution propagation: A semi-supervised probabilistic k	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
A hierarchical transformer-based network for multivariate time series classification	9
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	9
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	9
An interpretable deep fusion framework for event log repair	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
Editorial Board	9
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events	9
Adaptive sliding window normalization	9
Weighted top-k dominating queries on highly incomplete data	9
Relational schema optimization for RDF-based knowledge graphs	9
Secure multi-dimensional data retrieval with access control and range query in the cloud	9
Federated conformance checking	8
Best practices of testing database manipulation code	8
Class Representatives Selection in non-metric spaces for nearest prototype classification	8
Editorial Board	8
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	8
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	8
A survey on the use of blockchains to achieve supply chain security	8
Context-aware automated ICD coding: A semantic-driven approach	8
When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs	8
Achieving framed autonomy in AI-augmented business process management systems through automated planning	8
Simple querying service for OpenAPI descriptions with semantic extensions	8
Query-centric regression	8
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	8
Process discovery with context-aware process trees	7
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	7

Explaining results of path queries on graphs: Single-path results for context-free path queries	7
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	7
Natural language querying of process execution data	7
Box queries over multi-dimensional streams	7
STracker: A framework for identifying sentiment changes in customer feedbacks	7
Discovery, simulation, and optimization of business processes with differentiated resources	7
Conformance checking of partially matching processes: An entropy-based approach	7
Root-cause analysis of business processes: How humans utilize multiple sources of information to explain observations	7
Exploiting GPUs for fast intersection of large sets	7
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	7
A study into the contingencies of process improvement methods	7
Proactive conformance checking: An approach for predicting deviations in business processes	7
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	7
Predicting information diffusion via deep temporal convolutional networks	7
A detection method for hybrid attacks in recommender systems	7
Reduction of data-value-aware process models: A relevance-based approach	7
From action to response to effect: Mining statistical relations in work processes	7
Adoption of IT solutions: A data-driven analysis approach	7
Process Query Language: Design, Implementation, and Evaluation	7
Centrality measures in fuzzy social networks	6
The GDPR enforcement fines at glance	6
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	6
Tri-AL: An open source platform for visualization and analysis of clinical trials	6
Exploiting label semantics for rule-based activity recommendation in business process modeling	6
Online correlation for unlabeled process events: A flexible CEP-based approach	6
Repairing raw metadata for metadata management	6
Data Lakehouse: A survey and experimental study	6
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	6
Special Issue: Best Papers of the BPM 2023 Conference	5
Semantics-aware mechanisms for control-flow anonymization in process mining	5
Towards the efficient discovery of meaningful functional dependencies	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
CrossER: A robust and adaptable generalized entity resolution framework for diverse and heterogeneous datasets	5
Process-driven design of cloud data platforms	5
Data variety, come as you are in multi-model data warehouses	5
Special issue: Selected papers of ICPM 2019	5
Temporal representation and reasoning in data-intensive systems	5
Two-level massive string dictionaries	5
Editorial Board	5
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	5
Special issue: BPM 2022 Selected papers in Foundations and Engineering	5
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	5
Editorial Board	5
An incremental algorithm for repairing denial constraint violations	5
A foundation for spatio-textual-temporal cube analytics	5
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	5
Effective data exploration through clustering of local attributive explanations	5
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	4
Foundations and practice of binary process discovery	4
Full-text search engine with suffix index for massive heterogeneous data	4
Emerging industry classification based on BERT model	4
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	4
Learning to resolve inconsistencies in qualitative constraint networks	4
Graph-based similarity measures for the structural comparison of process traces	4
SheetReader: Efficient Specialized Spreadsheet Parsing	4
Assessing the value of ontologically unpacking a conceptual model for human genomics	4
A survey for managing temporal data in RDF	4
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	4
Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts	4
A meta-learning configuration framework for graph-based similarity search indexes	4
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	4
Assured automatic dynamic reconfiguration of business processes	4
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	4
Editorial Board	4
Incremental checking of SQL assertions in an RDBMS	4
ExamGuard: Smart contracts for secure online test	4
Using AI explainable models and handwriting/drawing tasks for psychological well-being	4
Transactions across serverless functions leveraging stateful dataflows	4
Detecting inorganic financial campaigns on Twitter	4
Trends in Design, Optimization, Languages, and Analytical Processing of Big Data (DOLAP 2020)	4
Medoid Silhouette clustering with automatic cluster number selection	4
VOOL: A modular insight-based framework for vocalizing OLAP sessions	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
Accelerating large-scale weighted similarity queries based on external storage	3
AI-based decision support system for public procurement	3
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones	3
Skyline recomputation in Big Data	3
Cost-aware process modeling in multiclouds	3
Editorial Board	3
Simultaneous and collaborative development of satellites and Information Systems to support their lifecycle processes	3
Exploring modified areas for updating influential nodes	3
Verifying compliance in process choreographies: Foundations, algorithms, and implementation	3
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	3
Data-driven prescriptive analytics applications: A comprehensive survey	3
Supervisory control of business processes with resources, parallel and mutually exclusive branches, loops, and uncertainty	3
Schema mapping generation in the wild	3
Hiding in the forest: Privacy-preserving process performance indicators	3
Stream-aware indexing for distributed inequality join processing	3
Semi-supervised and un-supervised clustering: A review and experimental evaluation	3
DB+-tree: A new	3
Editorial Board	3
Community detection over feature-rich information networks: An eHealth case study	3
Topic modeling algorithms and applications: A survey	3