Insight workflow: Systematically combining human and computational methods to explore textual data
Sign Up to like & getrecommendations! Published in 2017 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.23767
Abstract: Analyzing large quantities of real‐world textual data has the potential to provide new insights for researchers. However, such data present challenges for both human and computational methods, requiring a diverse range of specialist skills, often… read more here.
Keywords: human computational; workflow systematically; analysis; computational methods ... See more keywords
Ensemble learning on visual and textual data for social image emotion classification
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-017-0734-0
Abstract: Texts, images and other information are posted everyday on the social network and provides a large amount of multimodal data. The aim of this work is to investigate if combining and integrating both visual and… read more here.
Keywords: image emotion; visual textual; textual data; image ... See more keywords
Digitalization and reasoning over engineering textual data stored in spreadsheet tables
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2020.11.039
Abstract: Abstract Much textual engineering knowledge is captured in tables, particularly in spreadsheets and in documents such as equipment manuals. To leverage the benefits of artificial intelligence requires industry to find ways of extracting the data… read more here.
Keywords: engineering; spreadsheet tables; textual data; engineering textual ... See more keywords
A textual data-driven method to identify and prioritise user preferences based on regret/rejoicing perception for smart and connected products
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Production Research"
DOI: 10.1080/00207543.2021.2023776
Abstract: The rapid development of information technologies yields a promising market for information densely products, i.e. smart, connected products (SCPs) and also alters the way of user-designer interaction in the product design and development. Online review… read more here.
Keywords: connected products; textual data; prioritise; identify prioritise ... See more keywords
Can We Predict Student Performance Based on Tabular and Textual Data?
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3198682
Abstract: With the emergence of more new teaching systems, such as Massive Open Online Courses (MOOCs), massive amounts of data are constantly being collected. There is a huge value in these massive teaching data. However, the… read more here.
Keywords: predict student; tabular textual; textual data; student performance ... See more keywords
Words Similarities on Personalities: A Language-Based Generalization Approach for Personality Factors Recognition
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DOI: 10.1109/access.2023.3261339
Abstract: The evaluation of personality traits allows the study of human behavior in different environments, but it is not a trivial task. In this sense, the Five-Factor Model (FFM) allows, in a global way, the assessment… read more here.
Keywords: language; textual data; personality; ffm personality ... See more keywords
Analysis of Public Sentiment on COVID-19 Vaccination Using Twitter
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2021.3122439
Abstract: Social media has become a vital platform for individuals, organizations, and governments worldwide to communicate and express their views. During the coronavirus disease 2019 (COVID-19) pandemic, social media sites play a crucial role in people… read more here.
Keywords: analysis; textual data; covid vaccination; sentiment ... See more keywords
Sentimental classification analysis of polarity multi-view textual data using data mining techniques
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Electrical and Computer Engineering"
DOI: 10.11591/ijece.v10i5.pp5526-5534
Abstract: The data and information available in most community environments is complex in nature. Sentimental data resources may possibly consist of textual data collected from multiple information sources with different representations and usually handled by different… read more here.
Keywords: data mining; multi view; polarity; textual data ... See more keywords
Role of Pre-processing in Textual Data Fusion: Learn From the Croydon Tram Tragedy
Sign Up to like & getrecommendations! Published in 2018 at "Frontiers in Built Environment"
DOI: 10.3389/fbuil.2018.00030
Abstract: Tram/train derailment subject to human mistakes makes investments in an advanced control room as well as information gathering system exaggerated. A disaster in Croydon in year 2016 is recent evidence of limitation of the acquired… read more here.
Keywords: data fusion; role pre; pre processing; fusion ... See more keywords