Inferring directed static networks of influence from undirected temporal networks

Proceedings - International Computer Software and Applications Conference

Volumn , Issue , 2013, Pages 155-156

  Takaguchi, Taro ^a,b,c   Sato, Nobuo ^d   Yano, Kazuo ^d   Masuda, Naoki ^c  

^a NATIONAL INSTITUTE OF INFORMATICS   (Japan)

^b JAPAN SCIENCE AND TECHNOLOGY AGENCY   (Japan)

^c UNIVERSITY OF TOKYO   (Japan)

^d HITACHI LTD   (Japan)

Author keywords

Complex networks; Data analysis; Temporal networks; Transfer entropy

Indexed keywords

APPLICATION PROGRAMS; COMPLEX NETWORKS; DATA REDUCTION; ENTROPY; OFFICE BUILDINGS; TERNARY ALLOYS;

ACTIVITY PATTERNS; BOOTSTRAP SAMPLINGS; CAUSAL RELATIONSHIPS; FACE-TO-FACE INTERACTION; JAPANESE COMPANY; SENSITIVITY-OF-RESULTS; TEMPORAL NETWORKS; TRANSFER ENTROPY;

MAPPING;

EID: 84891293995     PISSN: 07303157     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/COMPSAC.2013.24     Document Type: Conference Paper

References (8)

1. P. Holme and J. Saramaki. "Temporal networks". Phys. Rep., vol. 519, no. 3, pp. 97-125, 2012.
2. G. V. Steeg and A. Galstyan. "Information transfer in social media". In Proceedings of the 21st International Conference on World Wide Web, Lyon, France, (ACM, New York, N.Y., 2012), pp. 519-528.
3. T. Schreiber. "Measuring information transfer". Phys. Rev. Lett., vol. 85, no. 2, pp. 461-464, 2000.
4. K. Hlavackova-Schindler, M. Palus, M. Vejmelka, and J. Bhattacharya. "Causality detection based on information-theoretic approaches in time series analysis". Phys. Rep., vol. 441, no. 1, pp. 1-46, 2007.
5. T. Takaguchi, M. Nakamura, N. Sato, K. Yano, and N. Masuda. "Predictability of conversation partners". Phys. Rev. X, vol. 1, no. 1, 011008, 2011.
6. T. Takaguchi, N. Sato, K. Yano, and N. Masuda. "Importance of individual events in temporal networks". New J. Phys., vol. 14, no. 9, 093003, 2012.
7. P. Grindrod, D. J. Higham, M. C. Parsons, and E. Estrada. "Communicability across evolving networks". Phys. Rev. E vol. 83, no. 4, 046120, 2011.
8. M. Rosvall and C. T. Bergstrom. "Maps of random walks on complex networks reveal community structure". Proc. Natl. Acad. Sci. USA, vol. 105, no. 4, pp. 1118-1123, 2008.