CONTEXT-AWARE AUTOMATED QUALITY ASSESSMENT OF TEXTUAL DATA

2023 ◽  
Vol 1 (1) ◽  
pp. 1
Author(s):  
Goutam Mylavarapu ◽  
K. Ashwin Viswanathan ◽  
Johnson P. Thomas
Keyword(s):  
Quality Assessment ◽  
Context Aware ◽  
Textual Data

scholarly journals Enhancement of Text Analysis Using Context-Aware Normalization of Social Media Informal Text

2021 ◽  
Vol 11 (17) ◽  
pp. 8172
Author(s):  
Jebran Khan ◽  
Sungchang Lee
Keyword(s):  
Social Media ◽  
Text Analysis ◽  
State Of The Art ◽  
Context Aware ◽  
Intended Meaning ◽  
Text Data ◽  
Recall Accuracy ◽  
Wide Range ◽  
Textual Data ◽  
Noisy Text

We proposed an application and data variations-independent, generic social media Textual Variations Handler (TVH) to deal with a wide range of noise in textual data generated in various social media (SM) applications for enhanced text analysis. The aim is to build an effective hybrid normalization technique that ensures the use of useful information of the noisy text in its intended form instead of filtering them out to analyze SM text better. The proposed TVH performs context-aware text normalization based on intended meaning to avoid the wrong word substitution. We integrate the TVH with state-of-the-art (SOTA) deep-learning-based text analysis methods to enhance their performance for noisy SM text data. The proposed scheme shows promising improvement in the text analysis of informal SM text in terms of precision, recall, accuracy, and F1-score in simulation.

scholarly journals Context-aware data quality assessment for big data

2018 ◽  
Vol 89 ◽  
pp. 548-562 ◽  
Author(s):  
Danilo Ardagna ◽  
Cinzia Cappiello ◽  
Walter Samá ◽  
Monica Vitali
Keyword(s):  
Big Data ◽  
Data Quality ◽  
Quality Assessment ◽  
Context Aware ◽  
Data Quality Assessment

scholarly journals Context-aware multimedia service composition using quality assessment

2011 ◽  
Author(s):  
Alberto J. Gonzalez ◽  
Jesus Alcober ◽  
Ramon Martin de Pozuelo ◽  
Francesc Pinyol ◽  
Kayhan Zrar Ghafoor
Keyword(s):  
Quality Assessment ◽  
Service Composition ◽  
Multimedia Service ◽  
Context Aware

Amalgam marginal quality assessment: a comparison of seven methods

1997 ◽  
Vol 24 (7) ◽  
pp. 496-505 ◽  
Author(s):  
E. S. GROSSMAN ◽  
J. M. MATEJKA
Keyword(s):  
Quality Assessment

Are Psychologists Ready for Quality Assessment?

PsycCRITIQUES ◽  
2006 ◽  
Vol 51 (14) ◽  
Author(s):  
Howard N. Garb
Keyword(s):  
Quality Assessment
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