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Performance analysis and testing of personal influence algorithm in online social networks
Published 2018-10-01“…Social influence is the key factor to drive information propagation in online social networks and can be modeled and analyzed with social networking data.As a kind of classical personal influence algorithm,two parallel implementation versions of a PageRank based method were introduced.Furthermore,extensive experiments were conducted on a large-scale real dataset to test the performance of these parallel methods in a distributed environment.The results demonstrate that the computational efficiency of the personal influence algorithm can be improved significantly in massive data sets by virtue of existing big data processing framework,and provide an empirical reference for the future research and optimization of the algorithm as well.…”
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Statistical Uncertainty in Hydrometeorological Trend Analyses
Published 2016-01-01“…With respect to the influence of short- and long-term persistence on trend analyses, a total of 13 approaches of rank-based techniques including Mann-Kendall, Spearman’s Rho, and Cumulative Rank Difference (CRD) tests were employed. …”
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The Effects of Multitasking and Tools Carried by Travelers Onboard on the Perceived Trip Time
Published 2021-01-01“…Statistical methods such as central tendency, chi-square, exploratory factor analysis (EFA), rank-based nonparametric test, and multivariate analysis of variance (MANOVA) are applied. …”
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Trends and drivers of hypoxic thickness and volume in the northern Gulf of Mexico: 1985-2018.
Published 2024-01-01“…Hypoxic volume, which was also often influenced by east-west wind velocities, was found to be more predictable than hypoxic thickness.…”
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Improving reproducibility of differentially expressed genes in single-cell transcriptomic studies of neurodegenerative diseases through meta-analysis
Published 2025-08-01“…Lastly, we evaluate factors influencing reproducibility of individual studies as a prospective guide for experimental design.…”
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Effects of mental fatigue on biomechanical characteristics and risk associated with non-contact anterior cruciate ligament injuries during landing
Published 2025-05-01“…Kinematic, kinetic, and SEMG data were analyzed using two-factor repeated measures ANOVA and rank-based nonparametric ANOVA.ResultsFollowing MF induction, VAS-MF scores increased significantly. …”
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Proposals for university promoting in QS rating based on the methods of statistical analysis
Published 2020-03-01“…The problem of identifying factors that influence the change in the values of indicators is solved; the degree of this influence is assessed. …”
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Forecasting the cryptocurrency exchange rate based on the ranking of expert opinions
Published 2023-12-01“…The importance and existence of this influence was previously proven by statistical methods. …”
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Forecasting the cryptocurrency exchange rate based on the ranking of expert opinions
Published 2023-12-01“…The importance and existence of this influence was previously proven by statistical methods. …”
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Economic factors affecting point-of-sale systems in Saudi Arabia’s food sectors
Published 2025-07-01“…In terms of relative importance, the variables were ranked based on their impact on POS sales as follows: Population had the most significant influence, contributing 56.64%, followed by the COVID-19 crisis at 17.62%, inflation at 16.67%, credit card loans at 5.95%, per capita income at 1.69%, VAT at 1.26%, and the number of POS devices at 0.18%. …”
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Combined Cognitive Model for Forecasting University Activities
Published 2022-05-01“…During the study, a fuzzy cognitive model was developed for scenario forecasting of measures to achieve the required values of university performance targets in the QS international institutional ranking based on an ensemble of gray FCMs. The developed model provides, under the given constraints, obtaining the most acceptable scenario for planning the increment of basic indicators to target values by identifying the latent factors influencing them and calculating the required values of impulse effects on latent factors.…”
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Criteria for well and layer selection for fracturing–flooding practice in offshore low-permeability reservoirs based on numerical simulation
Published 2025-05-01“…Further studies on establishing the layer selection criteria for fracture–flooding were carried out with the key indexes identified and ranked based on the quantification result of their influence on production enhancement. …”
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Categorization of drivers of change for emerging food safety risks
Published 2025-01-01“…The emergence of food safety risks can be influenced by various causes, also known as drivers of change. …”
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Key Outcomes for a Vocational Rehabilitation Intervention for People With Multiple Sclerosis: A Nominal Group Technique Study
Published 2025-04-01“…Nine outcomes were identified and ranked based on priority, relating to four themes: (1) Employer support and collaboration; (2) Empowerment; (3) Symptom management and progression and (4) Professional well‐being and performance. …”
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Integrating geospatial, hydrogeological, and geophysical data to identify groundwater recharge potential zones in the Sulaymaniyah basin, NE of Iraq
Published 2025-03-01“…These layers were ranked based on their relative influence on groundwater recharge and integrated using GIS-based weighted overlay analysis to generate groundwater potential maps. …”
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Pharmaceutical industry use of key opinion leaders to market prescription opioids: A review of internal industry documents
Published 2024-12-01“…Companies recruited KOLs through various methods including surveys to identify common names identified by physicians, internal rankings based on friendliness, and opioid prescribing behaviors. …”
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Circular Intuitionistic Fuzzy Dombi Aggregation Operators and Their Application to Marine Fuel Selection
Published 2025-01-01“…In addition, existing score functions for ranking CIFS values do not adequately account for the influence of the radius, which should prioritize smaller r values due to their lower uncertainty. …”
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Investigating the Impact of Moral Intelligence on Auditors' Professional Judgment
Published 2023-12-01“…The components of moral intelligence were ranked based on their impact on the professional judgment of auditors, revealing a distinct hierarchy. …”
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