TY - T1 - Subjects on Objects in Contexts : Using GICA Method to Quantify Epistemological Subjectivity SN - / UR - http://hdl.handle.net/10138/318069 T3 - A1 - Honkela, Timo; Raitio, Juha; Lagus, Krista; Nieminen, Ilari T.; Honkela, Nina; Pantzar, Mika A2 - PB - IEEE Y1 - 2012 LA - eng AB - A substantial amount of subjectivity is involved in how people use language and conceptualize the world. Computational methods and formal representations of knowledge usually neglect this kind of individual variation. We have developed a novel method, Grounded Intersubjective Concept Analysis (GICA), for the analysis and visualization of individual differences in language use and conceptualization. The GICA method first employs a conceptual survey or a text mining step to elicit to elicit from v... VO - IS - SP - OP - KW - 113 Computer and information sciences; text analysis; data mining; self-organizing semantic map; PRINCIPAL COMPONENT ANALYSIS; singular value decomposition; independent component analysis; knowledge representation; Tensor factorization N1 - PP - ER -