Information Systems

Article	Citations
A generative and discriminative model for diversity-promoting recommendation	174
AMW 2019 Special Issue	137
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	127
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	106
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	81
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	62
Formalising and animating multiple instances in BPMN collaborations	57
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	52
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	50
GTT: Leveraging data characteristics for guiding the tensor train decomposition	49
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	46
DOML: A new modeling approach to Infrastructure-as-Code	45
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	44
Editorial Board	42
Inductive link prediction via global relational semantic learning	41
Computation of alignments of business processes through relaxation labeling and local optimal search	39
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	39
Keyword search over schema-less RDF datasets by SPARQL query compilation	39
Enabling schema-independent data retrieval queries in MongoDB	38
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	33
Editorial Board	32
Editorial	32
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	31
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	31
Query filtering using two-dimensional local embeddings	28

The rise of nonnegative matrix factorization: Algorithms and applications	28
BINet: Multi-perspective business process anomaly classification	28
Enabling semantics-aware process mining through the automatic annotation of event logs	27
Reinforcement learning with time intervals for temporal knowledge graph reasoning	27
A holistic approach for modeling and predicting bike demand	26
Prescriptive process monitoring based on causal effect estimation	26
Detecting trend deviations with generic stream processing patterns	26
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	25
TREATS: Fairness-aware entity resolution over streaming data	25
RCELF: A residual-based approach for Influence Maximization Problem	24
On the discovery of seasonal gradual patterns through periodic patterns mining	24
Editorial Board	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
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
Advances in databases and information systems — Selected papers from ADBIS 2023	20
Empowering conformance checking using Big Data through horizontal decomposition	20
An efficient approach for discovering Graph Entity Dependencies (GEDs)	19
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	19
Exploring data using patterns: A survey	19
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	19
Discovering hybrid process models with bounds on time and complexity	18
Detecting the adversarially-learned injection attacks via knowledge graphs	18
Stochastic-aware precision and recall measures for conformance checking in process mining	17
Enhancing business process simulation models with extraneous activity delays	17
FDM: Effective and efficient incident detection on sparse trajectory data	17
Efficient query evaluation techniques over large amount of distributed linked data	17
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
Advancing EHR analysis: Predictive medication modeling using LLMs	16
Petri net-based object-centric processes with read-only data	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
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	16
BPMN in healthcare: Challenges and best practices	16
Transparent assessment of information quality of online reviews using formal argumentation theory	15
On the use of trajectory data for tackling data scarcity	15
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	15
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	15
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	15
Editorial Board	14
Assessing and improving measurability of process performance indicators based on quality of logs	14
All that glitters is not gold: Four maturity stages of process discovery algorithms	14
Temporal graph processing in modern memory hierarchies	14

Cracking in-memory database index: A case study for Adaptive Radix Tree index	14
Sampling and approximation techniques for efficient process conformance checking	14
Unveiling the causes of waiting time in business processes from event logs	13
A statistical method for predicting quantitative variables in association rule mining	13
Generalized Ethereum Blockchain-based recommender system framework	13
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
Fast and eager k-medoids clustering: 13
ECG classification with learning ensemble based on symbolic discretization	13
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	13
A visual-semantic approach for building content-based recommender systems	13
An efficient hybrid query recommendation using shingling and hashing techniques	12
Elastic scalable transaction processing in LeanXcale	12
Discovering partially ordered workflow models	11
An empirical evaluation of unsupervised event log abstraction techniques in process mining	11
Finding meaningful paths in heterogeneous graphs with PathWays	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
A taxonomy and ontology for digital platforms	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
Process model abstraction for rapid comprehension of complex business processes	11
Exploring computation offloading in IoT systems	11
Stochastic process mining: Earth movers’ stochastic conformance	11
Editorial Board	11
Discovering data transfer routines from user interaction logs	11
Editorial Board	10
Filtering with relational similarity	10
Measuring the interestingness of temporal logic behavioral specifications in process mining	10
Enhancing transparency in public procurement: A data-driven analytics approach	10
Fragments of bag relational algebra: Expressiveness and certain answers	10
The Open V2X Management Platform: An intelligent charging station management system	10
Reproducible experiments with Learned Metric Index Framework	10
Computation over APT compressed data	10
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	10
Quantifying and relating the completeness and diversity of process representations using species estimation	10
Pattern on demand in transactional distributed databases	10
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	10
Legal Information Retrieval systems: State-of-the-art and open issues	9
Adaptive sliding window normalization	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
Bayesian label distribution propagation: A semi-supervised probabilistic k	9
Blockchain technology for requirement traceability in systems engineering	9
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	9
Editorial Board	9
Comparison of machine learning classifiers: A case study of temperature alarms in a pharmaceutical supply chain	8
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events	8
Secure multi-dimensional data retrieval with access control and range query in the cloud	8
A survey on the use of blockchains to achieve supply chain security	8
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	8
CoPModL: Construction Process Modeling Language and Satisfiability Checking	8
“Managing, Mining and Learning in the Legal Data Domain”	8
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI	8
Weighted top-k dominating queries on highly incomplete data	8
Federated conformance checking	8
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	8
Editorial Board	8
Simple querying service for OpenAPI descriptions with semantic extensions	8
Relational schema optimization for RDF-based knowledge graphs	8
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	8
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	8
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	7
Best practices of testing database manipulation code	7
Discovery, simulation, and optimization of business processes with differentiated resources	7
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	7
Conformance checking of partially matching processes: An entropy-based approach	7
Natural language-based detection of semantic execution anomalies in event logs	7
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	7
Explaining results of path queries on graphs: Single-path results for context-free path queries	7
Editorial Board	7
Predicting information diffusion via deep temporal convolutional networks	7
Process discovery with context-aware process trees	7
A detection method for hybrid attacks in recommender systems	7
Editorial Board	7
Query-centric regression	7
Exploiting GPUs for fast intersection of large sets	6
From action to response to effect: Mining statistical relations in work processes	6
STracker: A framework for identifying sentiment changes in customer feedbacks	6
Box queries over multi-dimensional streams	6
Tri-AL: An open source platform for visualization and analysis of clinical trials	6
Reduction of data-value-aware process models: A relevance-based approach	6

Natural language querying of process execution data	6
A study into the contingencies of process improvement methods	6
Online correlation for unlabeled process events: A flexible CEP-based approach	6
Repairing raw metadata for metadata management	6
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	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
Adoption of IT solutions: A data-driven analysis approach	6
Proactive conformance checking: An approach for predicting deviations in business processes	6
Two-level massive string dictionaries	5
Temporal representation and reasoning in data-intensive systems	5
ExamGuard: Smart contracts for secure online test	5
Editorial Board	5
A foundation for spatio-textual-temporal cube analytics	5
Exploiting label semantics for rule-based activity recommendation in business process modeling	5
Process Query Language: Design, Implementation, and Evaluation	5
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	5
Semantics-aware mechanisms for control-flow anonymization in process mining	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
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	5
Special issue: Selected papers of ICPM 2019	5
The GDPR enforcement fines at glance	5
Centrality measures in fuzzy social networks	5
An incremental algorithm for repairing denial constraint violations	5
Effective data exploration through clustering of local attributive explanations	5
Editorial Board	5
Editorial Board	5
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	5
Data Lakehouse: A survey and experimental study	5
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	5
VOOL: A modular insight-based framework for vocalizing OLAP sessions	4
Reuse-centric k-means configuration	4
BR4DQ: A methodology for grouping business rules for data quality evaluation	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
Process-driven design of cloud data platforms	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
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
Rating prediction based on combination of review mining and user preference analysis	4
Towards the efficient discovery of meaningful functional dependencies	4
Editorial Board	4
Data variety, come as you are in multi-model data warehouses	4
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	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
Transactions across serverless functions leveraging stateful dataflows	4
Special issue: BPM 2022 Selected papers in Foundations and Engineering	4
A Data Science approach analysing the Impact of Injuries on Basketball Player and Team Performance	4
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	4
Foundations and practice of binary process discovery	4
SheetReader: Efficient Specialized Spreadsheet Parsing	3
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	3
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	3
Explainable concept drift in process mining	3
Semi-supervised and un-supervised clustering: A review and experimental evaluation	3
Exploring modified areas for updating influential nodes	3
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones	3
Medoid Silhouette clustering with automatic cluster number selection	3
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	3
Detecting inorganic financial campaigns on Twitter	3
Hiding in the forest: Privacy-preserving process performance indicators	3
Electronic health records based reinforcement learning for treatment optimizing	3
Stream-aware indexing for distributed inequality join processing	3
Skyline recomputation in Big Data	3
Query by documents on top of a search interface	3
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	3
Assured automatic dynamic reconfiguration of business processes	3
A meta-learning configuration framework for graph-based similarity search indexes	3
Accelerating large-scale weighted similarity queries based on external storage	3
Towards retrieval-based conversational recommendation	3
A split–merge clustering algorithm based on the k-nearest neighbor graph	3
AI-based decision support system for public procurement	3
Verifying compliance in process choreographies: Foundations, algorithms, and implementation	3
Emerging industry classification based on BERT model	3
Trends in Design, Optimization, Languages, and Analytical Processing of Big Data (DOLAP 2020)	3