Artificial intelligence is impacting society on a very large scale and should be included in K-12 educational content in some capacity to provide meaningful STEM experiences. Computer vision (a field of research that heavily leverages artificial intelligence) was emphasized in professional development for in-service teachers. The teachers received two to three weeks of training across two states (Arizona and Georgia) that emphasized image processing, computer vision, and machine learning using visual media. Personal Construct Theory (Kelly, 1955) was used to map changes in thinking using hierarchical cluster analysis. The research question was: How did in-service teachers’ thinking regarding artificial intelligence change after partaking in remote professional development emphasizing computer vision? Dendrograms and descriptive statistics showed changes in thinking for in-service teachers in relation to artificial intelligence. There were four clusters in both the pre- and post-professional development dendrograms, but constructs shifted within clusters. Implications for practice and research are discussed. 
                        more » 
                        « less   
                    
                            
                            Investigating Changes in Teachers' Perceptions about Artificial Intelligence after Virtual Professional Development
                        
                    
    
            Artificial intelligence is impacting society on a very large scale and should be included in K-12 educational content in some capacity to provide meaningful STEM experiences. Computer vision (a field of research that heavily leverages artificial intelligence) was emphasized in professional development for in-service teachers. The teachers received two to three weeks of training across two states (Arizona and Georgia) that emphasized image processing, computer vision, and machine learning using visual media. Personal Construct Theory (Kelly, 1955) was used to map changes in thinking using hierarchical cluster analysis. The research question was: How did in-service teachers' thinking regarding artificial intelligence change after partaking in remote professional development emphasizing computer vision? Dendrograms and descriptive statistics showed changes in thinking for in-service teachers in relation to artificial intelligence. There were four clusters in both the pre- and post-professional development dendrograms, but constructs shifted within clusters. Implications for practice and research are discussed. 
        more » 
        « less   
        
    
                            - Award ID(s):
- 1949384
- PAR ID:
- 10430120
- Date Published:
- Journal Name:
- Journal of interactive learning research
- Volume:
- 33
- Issue:
- 4
- ISSN:
- 1093-023X
- Page Range / eLocation ID:
- 225-241
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
More Like this
- 
            
- 
            Artificial intelligence is impacting society on a very large scale and should be included in K-12 educational content in some capacity to provide meaningful STEM experiences. Computer vision (a field of research that heavily leverages artificial intelligence) was emphasized in professional development for in-service teachers. The teachers received two to three weeks of training across two states (Arizona and Georgia) that emphasized image processing, computer vision, and machine learning using visual media. Personal Construct Theory (Kelly, 1955) was used to map changes in thinking using hierarchical cluster analysis. The research question was: How did in-service teachers’ thinking regarding artificial intelligence change after partaking in remote professional development emphasizing computer vision? Dendrograms and descriptive statistics showed changes in thinking for in-service teachers in relation to artificial intelligence. There were four clusters in both the pre- and post-professional development dendrograms, but constructs shifted within clusters. Implications for practice and research are discussed.more » « less
- 
            Artificial intelligence is impacting society on a very large scale and should be included in K-12 educational content in some capacity to provide meaningful STEM experiences. Computer vision (a field of research that heavily leverages artificial intelligence) was emphasized in professional development for in-service teachers. The teachers received two to three weeks of training across two states (Arizona and Georgia) that emphasized image processing, computer vision, and machine learning using visual media. Personal Construct Theory (Kelly, 1955) was used to map changes in thinking using hierarchical cluster analysis. The research question was: How did in-service teachers’ thinking regarding artificial intelligence change after partaking in remote professional development emphasizing computer vision? Dendrograms and descriptive statistics showed changes in thinking for in-service teachers in relation to artificial intelligence. There were four clusters in both the pre- and post-professional development dendrograms, but constructs shifted within clusters. Implications for practice and research are discussed.more » « less
- 
            Artificial intelligence is a continually growing field that should be part of the educational process. Middle school teachers received two- to three-weeks of training across two states that emphasized image processing and machine learning using visual media. Personal Construct Theory (Kelly, 1955) was used to explore what changes in thinking occurred in relation to artificial intelligence. Dendrograms and descriptive statistics showed changes in thinking in relation to artificial intelligence. The dendrograms indicated shifts in constructs across the clusters.more » « less
- 
            Langran, L.; Henriksen, D. (Ed.)Artificial intelligence is a continually growing field that should be part of the educational process. Middle school teachers received two- to three-weeks of training across two states that emphasized image processing and machine learning using visual media. Personal Construct Theory (Kelly, 1955) was used to explore what changes in thinking occurred in relation to artificial intelligence. Dendrograms and descriptive statistics showed changes in thinking in relation to artificial intelligence. The dendrograms indicated shifts in constructs across the clusters.more » « less
 An official website of the United States government
An official website of the United States government 
				
			 
					 
					
 
                                    