Personality-based recommendation in E-commerce

CEUR Workshop Proceedings

Volumn 997, Issue , 2013, Pages

  Bologna, Ciro ^a   De Rosa, Anna Chiara ^b   De Vivo, Alfonso ^c   Gaeta, Matteo ^c   Sansonetti, Giuseppe ^c   Viserta, Valeria ^b  

^a Qui Group SpA   (Italy)

^b POSTE ITALIANE   (Italy)

^c UNIVERSITY OF SALERNO   (Italy)

Author keywords

Context awareness; E commerce; Personality based; Recommender system; User model

Indexed keywords

COMMERCE; RECOMMENDER SYSTEMS; SALES;

CONTEXT- AWARENESS; EXPONENTIAL INCREASE; PERSONALITY-BASED; PRODUCT AND SERVICES; PRODUCTS AND SERVICES; PROFESSIONAL ACTIVITIES; SCIENTIFIC COMMUNITY; USER MODELING;

ELECTRONIC COMMERCE;

EID: 84924420359     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Arnold, M.J., Reynolds, K.E.: Hedonic shopping motivations. Journal of Retailing 79(2), 77-95 (2003)
2. Biancalana, C., Flamini, A., Gasparetti, F., Micarelli, A., Millevolte, S., Sansonetti, G.: Enhancing traditional local search recommendations with context-awareness. In: Proc. of UMAP'11. pp. 335-340 (2011)
3. Caprara, G.V., Barbaranelli, C., Borgogni, L., Perugini, M.: The "big five questionnaire": A new questionnaire to assess the five factor model. Personality and Individual Differences 15(3), 281-288 (1993)
4. Holland, J.L.: Making vocational choices: A theory of vocational personalities and work environments, vol. 3. Psychological Assessment Resources (1997)
5. Hu, R., Pu, P.: A study on user perception of personality-based recommender systems. In: Proc. of UMAP'10. pp. 291-302 (2010)
6. McCrae, R.R., Costa, P.T.: Validation of the five-factor model of personality across instruments and observers. J. of Pers. and Soc. Psych. 52(1), 81-90 (1987)
7. Nunes, M.A.S., Hu, R.: Personality-based recommender systems: an overview. In: Proc. of the 6th ACM Conf. on Rec. Sys. pp. 5-6. RecSys '12, ACM, New York, NY, USA (2012)
8. Odic, A., Tkalcic, M., Tasic, J., Kosir, A.: Relevant context in a movie recommender system: Users' opinion vs. statistical detection. In: Proc. of the 4th Workshop on Context-Aware Recommender Systems (2011)
9. Rentfrow, P.J., Gosling, S.D.: The do re mi's of everyday life: the structure and personality correlates of music preferences. J. of Pers. and Soc. Psych. 84(6), 1236-1256 (Jun 2003)
10. Tkalcic, M., Kosir, A., Tasic, J.: Affective recommender systems: the role of emotions in recommender systems. In: Proc. of the 5th ACM Conf. on Rec. Sys. (2011)
11. To, P.L., Liao, C., Lin, T.H.: Shopping motivations on internet: A study based on utilitarian and hedonic value. Technovation 27(12), 774-787 (2007)
12. Tsao, W.c., Chang, H.r.: Exploring the impact of personality traits on online shopping behavior. Journal of Business Management 4(9), 1800-1812 (2010)