automatic detection and classification of cognitive distortions in journaling text mai mostafa alia el bolock and slim abdennadher german university in cairo egypt keywords cognitive distortions cognitive behavioral therapy mental ...
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...Automatic detection and classification of cognitive distortions in journaling text mai mostafa alia el bolock slim abdennadher german university cairo egypt keywords behavioral therapy mental health machine learning deep natural language processing abstract are negative thinking patterns that people adopt left undetected it could lead to developing problems the goal is correct change turn help with recovery from illnesses such as depression anxiety overcoming addictions facing common life challenges aim this study provide a solution for texts relatively few works have focused on exploring solutions tools context given rising popularity online programs tool be used instant feedback would also helpful service therapists psychiatrists initiate ease we novel dataset train algorithms then employed best performing model an easy use user interface introduction covered provided table de oliveira describe dysfunctional core many cases result beliefs misconceptions person might feelings beck s c...