Literature DB >> 33567488

Social Network Analysis in Farm Animals: Sensor-Based Approaches.

Suresh Neethirajan1, Bas Kemp1.   

Abstract

Natural social systems within animal groups are an essential aspect of agricultural optimization and livestock management strategy. Assessing elements of animal behaviour under domesticated conditions in comparison to natural behaviours found in wild settings has the potential to address issues of animal welfare effectively, such as focusing on reproduction and production success. This review discusses and evaluates to what extent social network analysis (SNA) can be incorporated with sensor-based data collection methods, and what impact the results may have concerning welfare assessment and future farm management processes. The effectiveness and critical features of automated sensor-based technologies deployed in farms include tools for measuring animal social group interactions and the monitoring and recording of farm animal behaviour using SNA. Comparative analyses between the quality of sensor-collected data and traditional observational methods provide an enhanced understanding of the behavioural dynamics of farm animals. The effectiveness of sensor-based approaches in data collection for farm animal behaviour measurement offers unique opportunities for social network research. Sensor-enabled data in livestock SNA addresses the biological aspects of animal behaviour via remote real-time data collection, and the results both directly and indirectly influence welfare assessments, and farm management processes. Finally, we conclude with potential implications of SNA on modern animal farming for improvement of animal welfare.

Entities:  

Keywords:  community structure; information transfer; livestock; sensing technology; social behaviour

Year:  2021        PMID: 33567488      PMCID: PMC7914829          DOI: 10.3390/ani11020434

Source DB:  PubMed          Journal:  Animals (Basel)        ISSN: 2076-2615            Impact factor:   2.752


  28 in total

Review 1.  Emerging Network-Based Tools in Movement Ecology.

Authors:  David M P Jacoby; Robin Freeman
Journal:  Trends Ecol Evol       Date:  2016-02-12       Impact factor: 17.712

2.  The use of multilayer network analysis in animal behaviour.

Authors:  Kelly R Finn; Matthew J Silk; Mason A Porter; Noa Pinter-Wollman
Journal:  Anim Behav       Date:  2019-02-05       Impact factor: 2.844

3.  Social network analysis - centrality parameters and individual network positions of agonistic behavior in pigs over three different age levels.

Authors:  Kathrin Büttner; Katharina Scheffler; Irena Czycholl; Joachim Krieter
Journal:  Springerplus       Date:  2015-04-17

4.  Social Network Analysis and Nutritional Behavior: An Integrated Modeling Approach.

Authors:  Alistair M Senior; Mathieu Lihoreau; Jerome Buhl; David Raubenheimer; Stephen J Simpson
Journal:  Front Psychol       Date:  2016-01-29

5.  Editorial: Social Interaction in Animals: Linking Experimental Approach and Social Network Analysis.

Authors:  Cédric Sueur; Frédéric Mery
Journal:  Front Psychol       Date:  2017-01-19

6.  Impact of Significant Dyads on Dominance Indices in Pigs.

Authors:  Kathrin Büttner; Irena Czycholl; Katharina Mees; Joachim Krieter
Journal:  Animals (Basel)       Date:  2019-06-12       Impact factor: 2.752

7.  Agonistic Interactions in Pigs-Comparison of Dominance Indices with Parameters Derived from Social Network Analysis in Three Age Groups.

Authors:  Kathrin Büttner; Irena Czycholl; Katharina Mees; Joachim Krieter
Journal:  Animals (Basel)       Date:  2019-11-07       Impact factor: 2.752

8.  Automatic Recognition of Aggressive Behavior in Pigs Using a Kinect Depth Sensor.

Authors:  Jonguk Lee; Long Jin; Daihee Park; Yongwha Chung
Journal:  Sensors (Basel)       Date:  2016-05-02       Impact factor: 3.576

9.  A guide to null models for animal social network analysis.

Authors:  Damien R Farine
Journal:  Methods Ecol Evol       Date:  2017-04-12       Impact factor: 7.781

10.  Network Analysis of Cattle Movement in Mato Grosso Do Sul (Brazil) and Implications for Foot-and-Mouth Disease.

Authors:  Taís C de Menezes; Ivette Luna; Sílvia H G de Miranda
Journal:  Front Vet Sci       Date:  2020-04-29
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  2 in total

Review 1.  The social transmission of stress in animal collectives.

Authors:  Hanja B Brandl; Jens C Pruessner; Damien R Farine
Journal:  Proc Biol Sci       Date:  2022-05-11       Impact factor: 5.530

Review 2.  Affective State Recognition in Livestock-Artificial Intelligence Approaches.

Authors:  Suresh Neethirajan
Journal:  Animals (Basel)       Date:  2022-03-17       Impact factor: 3.231

  2 in total

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