# Data Quality and Management

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/data-quality-and-management/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on data quality assessment, improvement, and related techniques such as record linkage, data cleaning, entity resolution, information quality benchmarks, and privacy-preserving record linkage. It also covers topics like name disambiguation, data integration, and the challenges of data quality in the era of big data. |
| Domain | Social Sciences |
| Field | Decision Sciences |
| OpenAlex ID | t11719 |
| Works | 65 |

## Topic papers all

Showing 15 of 65.

- [The rise of “big data” on cloud computing: Review and open research issues](https://scholariq.org/papers/the-rise-of-big-data-on-cloud-computing-review-and-open-research-issues/)
- [Artificial intelligence for decision making in the era of Big Data – evolution, challenges and research agenda](https://scholariq.org/papers/artificial-intelligence-for-decision-making-in-the-era-of-big-data-evolution/)
- [A Bayesian method for the induction of probabilistic networks from data](https://scholariq.org/papers/a-bayesian-method-for-the-induction-of-probabilistic-networks-from-data-2/)
- [Semantics for the Internet of Things](https://scholariq.org/papers/semantics-for-the-internet-of-things/)
- [A Framework for Evaluation of Secondary Data Sources for Epidemiological Research](https://scholariq.org/papers/a-framework-for-evaluation-of-secondary-data-sources-for-epidemiological/)
- [ZenCrowd](https://scholariq.org/papers/zencrowd/)
- [Review: Electronic Health Records and the Reliability and Validity of Quality Measures: A Review of the Literature](https://scholariq.org/papers/review-electronic-health-records-and-the-reliability-and-validity-of-quality/)
- [A Taxonomy of Dirty Data](https://scholariq.org/papers/a-taxonomy-of-dirty-data/)
- [Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach](https://scholariq.org/papers/knowledge-transfer-for-out-of-knowledge-base-entities-a-graph-neural-network/)
- [TIMSS 2011 User Guide for the International Database.](https://scholariq.org/papers/timss-2011-user-guide-for-the-international-database/)
- [How Can SMEs Benefit from Big Data? Challenges and a Path Forward](https://scholariq.org/papers/how-can-smes-benefit-from-big-data-challenges-and-a-path-forward/)
- [When Will AI Exceed Human Performance? Evidence from AI Experts](https://scholariq.org/papers/when-will-ai-exceed-human-performance-evidence-from-ai-experts/)
- [GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification](https://scholariq.org/papers/gear-graph-based-evidence-aggregating-and-reasoning-for-fact-verification/)
- [Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis](https://scholariq.org/papers/privacy-preserving-patient-similarity-learning-in-a-federated-environment/)
- [Anticipating and addressing the unintended consequences of health IT and policy: a report from the AMIA 2009 Health Policy Meeting](https://scholariq.org/papers/anticipating-and-addressing-the-unintended-consequences-of-health-it-and-policy/)

## Topic primary papers

- [The rise of “big data” on cloud computing: Review and open research issues](https://scholariq.org/papers/the-rise-of-big-data-on-cloud-computing-review-and-open-research-issues/)
- [ZenCrowd](https://scholariq.org/papers/zencrowd/)
- [A Taxonomy of Dirty Data](https://scholariq.org/papers/a-taxonomy-of-dirty-data/)
- [Large-scale linked data integration using probabilistic reasoning and crowdsourcing](https://scholariq.org/papers/large-scale-linked-data-integration-using-probabilistic-reasoning-and/)
- [Data quality in ETL process: A preliminary study](https://scholariq.org/papers/data-quality-in-etl-process-a-preliminary-study/)
- [Comparing institutional-level bibliometric research performance indicator values based on different affiliation disambiguation systems](https://scholariq.org/papers/comparing-institutional-level-bibliometric-research-performance-indicator-values/)
- [Analyzing data and data sources towards a unified approach for ensuring end-to-end data and data sources quality in healthcare 4.0](https://scholariq.org/papers/analyzing-data-and-data-sources-towards-a-unified-approach-for-ensuring-end-to/)
- [Improving Author Name Disambiguation with User Relevance Feedback](https://scholariq.org/papers/improving-author-name-disambiguation-with-user-relevance-feedback/)
- [Big data analytics in public safety and personal security: Challenges and potential](https://scholariq.org/papers/big-data-analytics-in-public-safety-and-personal-security-challenges-and/)
- [Mapping client messages to a unified data model with mixture feature embedding convolutional neural network](https://scholariq.org/papers/mapping-client-messages-to-a-unified-data-model-with-mixture-feature-embedding/)
- [Knowledge Graph Essentials and Key Technologies](https://scholariq.org/papers/knowledge-graph-essentials-and-key-technologies/)
- [Nachhaltige Produktion durch Predictive Quality und Sustainability Analytics entlang der Lieferkette](https://scholariq.org/papers/nachhaltige-produktion-durch-predictive-quality-und-sustainability-analytics/)
- [Children’s Data Network](https://scholariq.org/papers/children-s-data-network/)
- [Methodological Assessment of Data Suitability for Defect Prediction](https://scholariq.org/papers/methodological-assessment-of-data-suitability-for-defect-prediction/)
- [Modelling temporal data in knowledge graphs: a systematic review protocol](https://scholariq.org/papers/modelling-temporal-data-in-knowledge-graphs-a-systematic-review-protocol/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.