Helen Monkman, Samiha Mir, Jason Bond, Elizabeth M Borycki, Karen L Courtney, Andre W Kushniruk
Canadian employers' perspectives on a new framework for health informatics competencies
International journal of medical informatics
impact dynamics crucial estimating growth patterns nft projects tracking diffusion decay relative appeal among stakeholders machine learning methods impact dynamics analysis incomprehensible rigid terms interpretability transparency whilst stakeholders require interactive tools informed decisionmaking nevertheless developing tool challenging due substantial heterogeneous nft transaction data requirements flexible customized interactions end integrate intuitive visualizations unveil impact dynamics nft projects first conduct formative study summarize analysis criteria including substitution mechanisms impact attributes design requirements stakeholders next propose minimal substitution model simulate substitutive systems nft projects feasibly represented nodelink graphs particularly utilize attributeaware techniques embed project status stakeholder behaviors layout design accordingly develop multiview visual analytics system namely nftracer allowing interactive analysis impact dynamics nft transactions demonstrate informativeness effectiveness usability nftracer performing two case studies domain experts one user study stakeholders studies suggest nft projects featuring higher degree similarity likely substitute impact nft projects within substitutive systems contingent upon degree stakeholders influx projects freshness