Information Systems

Article	Citations
A review of topic modeling methods	222
Community-diversified influence maximization in social networks	144
Improving malicious URLs detection via feature engineering: Linear and nonlinear space transformation methods	101
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	99
Understanding Service-Oriented Architecture (SOA): A systematic literature review and directions for further investigation	90
Recommender systems for smart cities	75
Blockchain and e-government innovation: Automation of public information processes	64
Fast and eager k-medoids clustering: 62
Sports analytics — Evaluation of basketball players and team performance	60
Design principles for the General Data Protection Regulation (GDPR): A formal concept analysis and its evaluation	55
Applying Reinforcement Learning towards automating energy efficient virtual machine consolidation in cloud data centers	51
The FORA Fog Computing Platform for Industrial IoT	45
Multi-label Arabic text classification in Online Social Networks	40
Stochastic process mining: Earth movers’ stochastic conformance	37
Novel predictive model to improve the accuracy of collaborative filtering recommender systems	36
Topic modeling algorithms and applications: A survey	36
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	30
Multi-label legal document classification: A deep learning-based approach with label-attention and domain-specific pre-training	29
BINet: Multi-perspective business process anomaly classification	28
Processing tweets for cybersecurity threat awareness	28
A knowledge-intensive adaptive business process management framework	27
Three-dimensional Entity Resolution with JedAI	27
Controlled flexibility in blockchain-based collaborative business processes	27
A unified metamodel for NoSQL and relational databases	27
CryptDICE: Distributed data protection system for secure cloud data storage and computation	26

On the appropriateness of Platt scaling in classifier calibration	25
A Data Science approach analysing the Impact of Injuries on Basketball Player and Team Performance	25
Mining association rules for anomaly detection in dynamic process runtime behavior and explaining the root cause to users	23
Optimizing Semantic Deep Forest for tweet topic classification	23
Electronic health records based reinforcement learning for treatment optimizing	22
Data quality challenges in large-scale cyber-physical systems: A systematic review	22
Legal Information Retrieval systems: State-of-the-art and open issues	21
Conformance checking over uncertain event data	21
A survey on graph-based methods for similarity searches in metric spaces	20
On the declarative paradigm in hybrid business process representations: A conceptual framework and a systematic literature study	20
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	20
Enabling runtime flexibility in data-centric and data-driven process execution engines	19
BPMN in healthcare: Challenges and best practices	19
Vadalog: A modern architecture for automated reasoning with large knowledge graphs	18
Automatic ensemble feature selection using fast non-dominated sorting	18
Decentralized data access control over consortium blockchains	18
Using agile methodologies for adopting COBIT	17
Hate speech detection is not as easy as you may think: A closer look at model validation (extended version)	17
Eras: Improving the quality control in the annotation process for Natural Language Processing tasks	17
Detection of batch activities from event logs	17
Conformance checking of mixed-paradigm process models	16
Defining blockchain governance principles: A comprehensive framework	16
Evaluation of factors contributing to the failure of information systems in public universities: The case of Iran	16
Characterizing client usage patterns and service demand for car-sharing systems	16
Points of Interest recommendations: Methods, evaluation, and future directions	15
BETULA: Fast clustering of large data with improved BIRCH CF-Trees	15
Detection and removal of infrequent behavior from event streams of business processes	15
Cause vs. effect in context-sensitive prediction of business process instances	15
A real-time deep-learning approach for filtering Arabic low-quality content and accounts on Twitter	15
Graph integration of structured, semistructured and unstructured data for data journalism	15
Deep reinforcement learning based ensemble model for rumor tracking	14
Data variety, come as you are in multi-model data warehouses	14
Two-stage optimization for machine learning workflow	14
A novel graph-based clustering method using noise cutting	14
Continuous outlier mining of streaming data in flink	14
Comparison of machine learning classifiers: A case study of temperature alarms in a pharmaceutical supply chain	13
Caught in a networked collusion? Homogeneity in conspiracy-related discussion networks on YouTube	13
Service contract modeling in Enterprise Architecture: An ontology-based approach	13
Rating prediction based on combination of review mining and user preference analysis	13
A study into the contingencies of process improvement methods	13
Learned Metric Index — Proposition of learned indexing for unstructured data	13
Knowledge-guided unsupervised rhetorical parsing for text summarization	12
Explainable concept drift in process mining	12
Blockchain-based Privacy-Preserving Record Linkage: enhancing data privacy in an untrusted environment	12
A large reproducible benchmark of ontology-based methods and word embeddings for word similarity	11
Mining association rules from COVID-19 related twitter data to discover word patterns, topics and inferences	11
Winter is here! A decade of cache-based side-channel attacks, detection & mitigation for RSA	11
Exploiting semantic relationships for unsupervised expansion of sentiment lexicons	11
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	11
Scalable alignment of process models and event logs: An approach based on automata and S-components	11

Aligning social concerns with information system security: A fundamental ontology for social engineering	11
Hierarchical clustering that takes advantage of both density-peak and density-connectivity	11
Towards defining data interpretability in open data portals: Challenges and research opportunities	11
OILog: An online incremental log keyword extraction approach based on MDP-LSTM neural network	11
The GDPR enforcement fines at glance	11
Exploring computation offloading in IoT systems	11
Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts	10
Shared Ledger Accounting — Implementing the Economic Exchange pattern	10
Towards holistic Entity Linking: Survey and directions	10
Petri net-based object-centric processes with read-only data	10
Formalising and animating multiple instances in BPMN collaborations	10
Bilateral knowledge graph enhanced online course recommendation	10
Orientation and conformance: A HMM-based approach to online conformance checking	10
Privacy-preserving location data stream clustering on mobile edge computing and cloud	10
Semi-supervised and un-supervised clustering: A review and experimental evaluation	9
Sampling and approximation techniques for efficient process conformance checking	9
Privacy-aware data cleaning-as-a-service	9
Scenario-based process querying for compliance, reuse, and standardization	9
A knowledge-centered framework for exploration and retrieval of legal documents	9
Comprehending 3D and 4D ontology-driven conceptual models: An empirical study	9
Relevance- and interface-driven clustering for visual information retrieval	9
Feedback driven improvement of data preparation pipelines	9
Clustering biomedical and gene expression datasets with kernel density and unique neighborhood set based vein detection	9
Process model abstraction for rapid comprehension of complex business processes	8
In-situ visual exploration over big raw data	8
Detecting inorganic financial campaigns on Twitter	8
Quantifying chatbots’ ability to learn business processes	8
DMAKit: A user-friendly web platform for bringing state-of-the-art data analysis techniques to non-specific users	8
Topical affinity in short text microblogs	8
Predicting information diffusion via deep temporal convolutional networks	7
COOL: A framework for conversational OLAP	7
A fully spatial personalized differentially private mechanism to provide non-uniform privacy guarantees for spatial databases	7
Formal foundations for responsible application integration	7
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	7
Natural language-based detection of semantic execution anomalies in event logs	7
Empowering conformance checking using Big Data through horizontal decomposition	7
RCELF: A residual-based approach for Influence Maximization Problem	7
Lynx: A knowledge-based AI service platform for content processing, enrichment and analysis for the legal domain	7
Business process and rule integration approaches—An empirical analysis of model understanding	7
Adaptive personalized recommender system using learning automata and items clustering	7
Efficient processing of reverse nearest neighborhood queries in spatial databases	7
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones	7
The role of local dimensionality measures in benchmarking nearest neighbor search	6
Discovering data transfer routines from user interaction logs	6
Graph-based managing and mining of processes and data in the domain of intellectual property	6
On the composition of the long tail of business processes: Implications from a process mining study	6
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	6
Measuring the interestingness of temporal logic behavioral specifications in process mining	6
Community detection over feature-rich information networks: An eHealth case study	6
Towards retrieval-based conversational recommendation	6
Handling information loss of graph convolutional networks in collaborative filtering	6
Information systems engineering with Digital Shadows: Concept and use cases in the Internet of Production	6
Efficient top-k recently-frequent term querying over spatio-temporal textual streams	6
Rank/select queries over mutable bitmaps	6
Centrality measures in fuzzy social networks	6
A split–merge clustering algorithm based on the k-nearest neighbor graph	6
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	6
Speed prediction in large and dynamic traffic sensor networks	6
Unleashing the power of querying streaming data in a temporal database world: A relational algebra approach	6
Keyword aware influential community search in large attributed graphs	6
Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing	5
Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis	5
Anti-alignments—Measuring the precision of process models and event logs	5
A-BI+: A framework for Augmented Business Intelligence	5
Online correlation for unlabeled process events: A flexible CEP-based approach	5
Probabilistic declarative process mining	5
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	5
BR4DQ: A methodology for grouping business rules for data quality evaluation	5
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events	5
Cell separation algorithm with enhanced search behaviour in miRNA feature selection for cancer diagnosis	5
Enabling semantics-aware process mining through the automatic annotation of event logs	5
EQUALITY: Quality-aware intensive analytics on the edge	5
Every apprentice needs a master: Feedback-based effectiveness improvements for process model matching	5
Automatic latent street type discovery from web open data	5
Practical and comprehensive formalisms for modelling contemporary graph query languages	5
A First-Order Logic verification framework for communication-parametric and time-aware BPMN collaborations	5
An Alternative View on Data Processing Pipelines from the DOLAP 2019 Perspective	5
XChange: A semantic diff approach for XML documents	5
Toward higher-level abstractions based on state machine for cloud resources elasticity	5
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	5

SQUIRREL: A framework for sequential group recommendations through reinforcement learning	5
Process discovery with context-aware process trees	4
Weighted top-k dominating queries on highly incomplete data	4
Conformance checking of partially matching processes: An entropy-based approach	4
A quantitative approach for the comparison of additive local explanation methods	4
Big data analytics deep learning techniques and applications: A survey	4
Efficient subspace search in data streams	4
Keyword search over schema-less RDF datasets by SPARQL query compilation	4
Data pre-processing pipeline generation for AutoETL	4
From action to response to effect: Mining statistical relations in work processes	4
Beyond arrows in process models: A user study on activity dependences and their rationales	4
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	4
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	4
BPMN 2.0 OR-Join Semantics: Global and local characterisation	4
A critique and attack on “Blockchain-based privacy-preserving record linkage”	4
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	4
Cost-aware process modeling in multiclouds	4
Prototyping a business process improvement plan. An evidence-based approach	4
Requirements Engineering for Cyber Physical Production Systems: The e-CORE approach and its application	4
Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection	4
Fast, scalable and geo-distributed PCA for big data analytics	4
Model-based trace variant analysis of event logs	4
Event-case correlation for process mining using probabilistic optimization	4
Computation of alignments of business processes through relaxation labeling and local optimal search	4
Exploiting label semantics for rule-based activity recommendation in business process modeling	4
Ripple: An approach to locate k nearest neighbours for location-based services	4
Multi-objective optimization with recommender systems: A systematic review	3
A comparative study on the energy consumption of Progressive Web Apps	3
ABID: Angle Based Intrinsic Dimensionality — Theory and analysis	3
Exploring modified areas for updating influential nodes	3
Discovering and merging related analytic datasets	3
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	3
SchemaDecrypt++: Parallel on-line Versioned Schema Inference for Large Semantic Web Data sources	3
Transactions across serverless functions leveraging stateful dataflows	3
Fast and accurate quantitative business process analysis using feature complete queueing models	3
GoFast: Graph-based optimization for efficient and scalable query evaluation	3
Predictive compliance monitoring in process-aware information systems: State of the art, functionalities, research directions	3
Scalable and data-aware SQL query recommendations	3
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	3
SJSON: A succinct representation for JSON documents	3
Credit distribution in relational scientific databases	3
ECHR-OD: On building an integrated open repository of legal documents for machine learning applications	3
Assessing and improving measurability of process performance indicators based on quality of logs	3
Reuse-centric k-means configuration	3
Lattice-based progressive author disambiguation	3
Feature-oriented engineering of declarative artifact-centric process models	3
Supervised learning of process discovery techniques using graph neural networks	3
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	3
Natural language querying of process execution data	3
Exploiting GPUs for fast intersection of large sets	3
Cardinality constraints and functional dependencies in SQL: Taming data redundancy in logical database design	3
Assured automatic dynamic reconfiguration of business processes	3
A detection method for hybrid attacks in recommender systems	3
Data-aware conformance checking with SMT	3
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI	3
DIA: User-defined interval analytics on distributed streams	3
Conformance checking artefacts through weighted partial MaxSAT	2
Conformance Checking in Process Mining	2
Uniform probabilistic generation of relation instances satisfying a functional dependency	2
BPMN-Sim: A multilevel structural similarity technique for BPMN process models	2
Elastic scalable transaction processing in LeanXcale	2
A meta-learning configuration framework for graph-based similarity search indexes	2
How meaningful are similarities in deep trajectory representations?	2
Relational schema optimization for RDF-based knowledge graphs	2
SheetReader: Efficient Specialized Spreadsheet Parsing	2
Normalizing object-centric process logs by applying database principles	2
Mining SQL workloads for learning analysis behavior	2
DimensionSlice: A main-memory data layout for fast scans of multidimensional data	2
Pattern on demand in transactional distributed databases	2
Detecting trend deviations with generic stream processing patterns	2
Explaining data with descriptions	2
Skyline recomputation in Big Data	2
Entropic relevance: A mechanism for measuring stochastic process models discovered from event data	2
Best practices of testing database manipulation code	2
Verifying compliance in process choreographies: Foundations, algorithms, and implementation	2
Cracking in-memory database index: A case study for Adaptive Radix Tree index	2
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	2
A deep view-point language and framework for projective modeling	2
Semantics-aware mechanisms for control-flow anonymization in process mining	2
Towards the efficient discovery of meaningful functional dependencies	2
Accurate privacy-preserving record linkage for databases with missing values	2
Prescriptive process monitoring based on causal effect estimation	2
Kernel-based clustering via Isolation Distributional Kernel	2
An efficient algorithm for approximated self-similarity joins in metric spaces	2
A DSL for WSN software components coordination	2
Query by documents on top of a search interface	2
Preference-based and local post-hoc explanations for recommender systems	2
Significant stochastic dependencies in process models	2
A general framework for privacy-preserving of data publication based on randomized response techniques	2
A visual-semantic approach for building content-based recommender systems	2
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	2
Discovering hybrid process models with bounds on time and complexity	2
Efficient query evaluation techniques over large amount of distributed linked data	2
Exploring data using patterns: A survey	2
Adaptive client and communication optimizations in Federated Learning	2