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Year 2020, Volume: 15 Issue: 1, 64 - 71, 26.06.2020

Emine Çetin Teke Özgür Koşkan Hayati Köknaroğlu

Abstract

References

  • Alpar, R., 2012. Uygulamalı İstatistik Ve Geçerlik-Güvenirlik, Spor, Sağlık Ve Eğitim Bilimlerinden Örneklerle. Detay Yayıncılık.
  • Anonim, 2019. Veri Görselleştirme Nedir? http://www.verigorsellestirme.com/veri-gorsellestirme-nedir/
  • Bruckner, L. A., 1978. On Chernoff Faces. In Graphical Representation Of Multivariate Data. Academic Press. (pp. 93-121).
  • Carlis, J.V. and Konstan, J.A., 1998. Interactive Visualization of Serial Periodic Data. In ACM Symposium on User Interface Software and Technology (pp. 29-38).
  • Chernoff, H. (1973). The Use Of Faces To Represent Points In K-Dimensional Space Graphically. Journal of the American Statistical Association, Vol. 68, No. 342, pp. 361-368.
  • Cunha, J. M., Polisciuc, E., Martins, P., Machado, P., 2018. The Many-Faced Plot: Strategy For Automatic Glyph Generation. In 2018 22nd International Conference Information Visualisation (IV) (pp. 71-77). IEEE.
  • Derthick, M., Kolojejchick, J., Roth, S. F., 1997. An Interactive Visualization Environment For Data Exploration. In KDD (pp. 2-9).
  • Friendly, M., 1992. SAS Macro Program: Faces, York University http://euclid.psych.yorku.ca/SCS/sasmac/faces.html
  • Gençer, H. V., Başpınar, E., Fıratlı, Ç., 2004. The Graphic Evaluation Of Morphological Characters In Honey Bees (Apis Mellifera L.) by Chernoff faces. Tarım Bilimleri Dergisi, 10(3), 245-249.
  • Haara, A., Pykäläinen, J., Tolvanen, A., Kurttila, M., 2018. Use Of Interactive Data Visualization In Multi-Objective Forest Planning. Journal of Environmental Management, 210, 71-86.
  • Keim, D.A. and Kriegel, H.P., 1996. Visualization Techniques For Mining Large Databases: A comparison. IEEE Trans. Knowledge and Data Eng., vol. 8, no. 6, 923-938, USA.
  • Ki, J., 2016. A Big Data Analysis Of Urban Statistics Expression – Chernoff face – Based Expression of Local Community Health Index in Korea. Space and Society, Vol. 26 No. 1, pp. 336-358.
  • Kim, Y. S. and Cooke, L., 2017. Big Data Analysis Of Public Library Operations And Services By Using The Chernoff Face Method. Journal of Documentation, 73(3), 466-480.
  • Lee, M. D., Reilly, R. E., Butavicius, M. E., 2003. An Empirical Evaluation Of Chernoff Faces, Star Glyphs, And Spatial Visualizations For Binary Data. In Proceedings of the Asia-Pacific Symposium on Information Visualisation, Australian Computer Society, Inc. Volume 24 (pp. 1-10).
  • Pitt, L., Mills, A. J., Chan, A., Menguc, B., Plangger, K., 2011. Using Chernoff Faces To Portray Social Media Wine Brand Images. In 6th AWBR International Conference (pp. 9-10).
  • Raciborski, R., 2009. Graphical Representation Of Multivariate Data Using Chernoff Faces. The Stata Journal, 9(3), 374-387.
  • Rahu, M. (1989), “Graphical representation of cancer incidence data: Chernoff faces”, International Journal of Epidemiology, Vol. 18 No. 4, pp. 763-767, available at: www.ncbi.nlm.nih.gov/pubmed/2621011#
  • Roese, J. H., 1990. A simulation model of ruminant foraging strategies. Dissertation Abstracts International. B, Sciences and Engineering, 50(10).
  • Spinelli, J. G. and Zhou, Y., 2004. Mapping quality of life with chernoff faces. In Proceedings of Twenty-Fourth ESRI International User Conference. http://gis.esri.com/library/userconf/educ04/ papers/pap5000.pdf
  • Turner, E. (2016), “Eugene Turner: gallery”, available at: www.csun.edu/~hfgeg005/eturner/gallery.html
  • VanHoudnos, N., Casey, W., French, D., Lindauer, B., Kanal, E., Wright, E., Carbonell, J., 2017. ‘‘This Malware Looks Familiar: Laymen Identify Malware Run-time Similarity with Chernoff faces and Stick Figures’’. In Proc. of the 10th EAI International Conference on Bio-inspired Information and Communication Technologies.
  • Yau, N., 2007. How to Visualize Data With Cartoonish Faces Ala Chernoff, http://flowingdata.com/2010/08/31/how-to-visualize-data-with-cartoonish-faces/

Hayvancılıkta Chernoff Yüzleri Uygulaması

Year 2020, Volume: 15 Issue: 1, 64 - 71, 26.06.2020

Emine Çetin Teke Özgür Koşkan Hayati Köknaroğlu

Abstract

Çalışmada veri görselleştirme tekniklerinden
birisi olan Chernoff yüzleri ile pek çok özelliğin bir arada bulunduğu
hayvansal veri setlerinin teorik ve uygulamalı olarak incelenmesi amaçlanmıştır.
Chernoff yüzleri karmaşık çok boyutlu verilerin algısal belirginliğini değerlendirmek
ve bilişsel süreçleri daha etkin ve verimli kılmak için Herman Chernoff
tarafından tasarlanmış, basitleştirilmiş karikatür benzeri yüzlerdir. Çalışmada
veri seti olarak 2002 yılında Atabey, Isparta’da yetiştirilen 20 büyükbaş (İsviçre
esmeri), 20 küçükbaş hayvan (Kıl Keçisi) kullanılmıştır. Yüz özelliklerinin algısal belirginlikte farklılıklar gösterdiği
ve
büyük ve karmaşık rakamlarla dolu gösterimler yerine şekillerle kolaylaştırılan
sunumlar elde edilmiştir.       






Keywords

Chernoff yüzleri Veri Görselleştirme İkon Grafikleri

References

  • Alpar, R., 2012. Uygulamalı İstatistik Ve Geçerlik-Güvenirlik, Spor, Sağlık Ve Eğitim Bilimlerinden Örneklerle. Detay Yayıncılık.
  • Anonim, 2019. Veri Görselleştirme Nedir? http://www.verigorsellestirme.com/veri-gorsellestirme-nedir/
  • Bruckner, L. A., 1978. On Chernoff Faces. In Graphical Representation Of Multivariate Data. Academic Press. (pp. 93-121).
  • Carlis, J.V. and Konstan, J.A., 1998. Interactive Visualization of Serial Periodic Data. In ACM Symposium on User Interface Software and Technology (pp. 29-38).
  • Chernoff, H. (1973). The Use Of Faces To Represent Points In K-Dimensional Space Graphically. Journal of the American Statistical Association, Vol. 68, No. 342, pp. 361-368.
  • Cunha, J. M., Polisciuc, E., Martins, P., Machado, P., 2018. The Many-Faced Plot: Strategy For Automatic Glyph Generation. In 2018 22nd International Conference Information Visualisation (IV) (pp. 71-77). IEEE.
  • Derthick, M., Kolojejchick, J., Roth, S. F., 1997. An Interactive Visualization Environment For Data Exploration. In KDD (pp. 2-9).
  • Friendly, M., 1992. SAS Macro Program: Faces, York University http://euclid.psych.yorku.ca/SCS/sasmac/faces.html
  • Gençer, H. V., Başpınar, E., Fıratlı, Ç., 2004. The Graphic Evaluation Of Morphological Characters In Honey Bees (Apis Mellifera L.) by Chernoff faces. Tarım Bilimleri Dergisi, 10(3), 245-249.
  • Haara, A., Pykäläinen, J., Tolvanen, A., Kurttila, M., 2018. Use Of Interactive Data Visualization In Multi-Objective Forest Planning. Journal of Environmental Management, 210, 71-86.
  • Keim, D.A. and Kriegel, H.P., 1996. Visualization Techniques For Mining Large Databases: A comparison. IEEE Trans. Knowledge and Data Eng., vol. 8, no. 6, 923-938, USA.
  • Ki, J., 2016. A Big Data Analysis Of Urban Statistics Expression – Chernoff face – Based Expression of Local Community Health Index in Korea. Space and Society, Vol. 26 No. 1, pp. 336-358.
  • Kim, Y. S. and Cooke, L., 2017. Big Data Analysis Of Public Library Operations And Services By Using The Chernoff Face Method. Journal of Documentation, 73(3), 466-480.
  • Lee, M. D., Reilly, R. E., Butavicius, M. E., 2003. An Empirical Evaluation Of Chernoff Faces, Star Glyphs, And Spatial Visualizations For Binary Data. In Proceedings of the Asia-Pacific Symposium on Information Visualisation, Australian Computer Society, Inc. Volume 24 (pp. 1-10).
  • Pitt, L., Mills, A. J., Chan, A., Menguc, B., Plangger, K., 2011. Using Chernoff Faces To Portray Social Media Wine Brand Images. In 6th AWBR International Conference (pp. 9-10).
  • Raciborski, R., 2009. Graphical Representation Of Multivariate Data Using Chernoff Faces. The Stata Journal, 9(3), 374-387.
  • Rahu, M. (1989), “Graphical representation of cancer incidence data: Chernoff faces”, International Journal of Epidemiology, Vol. 18 No. 4, pp. 763-767, available at: www.ncbi.nlm.nih.gov/pubmed/2621011#
  • Roese, J. H., 1990. A simulation model of ruminant foraging strategies. Dissertation Abstracts International. B, Sciences and Engineering, 50(10).
  • Spinelli, J. G. and Zhou, Y., 2004. Mapping quality of life with chernoff faces. In Proceedings of Twenty-Fourth ESRI International User Conference. http://gis.esri.com/library/userconf/educ04/ papers/pap5000.pdf
  • Turner, E. (2016), “Eugene Turner: gallery”, available at: www.csun.edu/~hfgeg005/eturner/gallery.html
  • VanHoudnos, N., Casey, W., French, D., Lindauer, B., Kanal, E., Wright, E., Carbonell, J., 2017. ‘‘This Malware Looks Familiar: Laymen Identify Malware Run-time Similarity with Chernoff faces and Stick Figures’’. In Proc. of the 10th EAI International Conference on Bio-inspired Information and Communication Technologies.
  • Yau, N., 2007. How to Visualize Data With Cartoonish Faces Ala Chernoff, http://flowingdata.com/2010/08/31/how-to-visualize-data-with-cartoonish-faces/
There are 22 citations in total.

Details

Primary Language Turkish
Journal Section Articles
Authors

Emine Çetin Teke

Özgür Koşkan This is me

Hayati Köknaroğlu

Publication Date June 26, 2020
Submission Date July 1, 2019
Acceptance Date May 12, 2020
Published in Issue Year 2020 Volume: 15 Issue: 1

Cite

APA Çetin Teke, E., Koşkan, Ö., & Köknaroğlu, H. (2020). Hayvancılıkta Chernoff Yüzleri Uygulaması. Ziraat Fakültesi Dergisi, 15(1), 64-71.
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