Journal Publications
Syed, S., Spruit, M. (2018). Exploring Symmetrical and Asymmetrical Dirichlet Priors for Latent Dirichlet Allocation. International Journal of Semantic Computing, 12:3, 399-423. https://doi.org/10.1142/S1793351X18400184
Edvardsson, K. N., Păstrăv, C., Benediktsson, K. (2018) Mapping the geographical consolidation of fishing activities in Iceland during the maturation of the ITQ fisheries management system. Applied Geography, 97, 85-97. https://doi.org/10.1016/j.apgeog.2018.05.013
Danielsen, R., & Agnarsson, S. (2018). Fisheries policy in the Faroe Islands: Managing for failure? Marine Policy, 49, 204-214. https://doi.org/10.1016/j.marpol.2018.05.010
Syed, S., Borit, M., Spruit, M. (2018). Narrow lenses for capturing the complexity of fisheries: A topic analysis of fisheries science from 1990 to 2016. Fish and Fisheries, 19:4, 643-661. https://doi.org/10.1111/faf.12280
Syed, S., & Weber, C. T. (2018). Using Machine Learning to Uncover Latent Research Topics in Fishery Models. Reviews in Fisheries Science & Aquaculture, 26:3, 319-336. https://doi.org/10.1080/23308249.2017.1416331
Conference Publications
Syed, S., & Spruit, M. (2018). Selecting Priors for Latent Dirichlet Allocation. In The 12th IEEE International Conference on Semantic Computing (pp. 194–202). Laguna Hills, CA, USA: IEEE. http://doi.org/10.1109/ICSC.2018.00035
Syed, S., & Spruit, M. (2017). Full-Text or Abstract? Examining Topic Coherence Scores Using Latent Dirichlet Allocation. In The 4th IEEE International Conference on Data Science and Advanced Analytics (pp. 165–174). IEEE. http://doi.org/10.1109/DSAA.2017.61
Heidari, S. & Dignum, F. (2017). Value based Agents for Social Simulation of Fishery Management In Social Simulation Conference (SSC2017). Dublin, Ireland.
Aodha, L. (2017). Ontological Politics in a World of Political Ontologies. In Social Simulation Conference (SSC2017). Dublin, Ireland.
Syed S., Spruit M. and Borit M. (2016). Bootstrapping a Semantic Lexicon on Verb Similarities. In Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management – Volume 1: KDIR, (IC3K 2016) (pp 189-196). http://doi.org/10.5220/0006036901890196
Pǎstrǎv, C., Sigurðardóttir, S., Viðarsson, J. R., Daníelsdóttir, A. K. (2015). Agent based model of fisher behavior as a dynamic constraint resolution problem. In Proceedings of the 2015 Winter Simulation Conference (pp. 3120–3121). Huntington Beach, CA, USA: IEEE. https://doi.org/10.1109/WSC.2015.7408429
Book Chapters
Aodha, L., Edmonds, B. (2017) Some Pitfalls to Beware When Applying Models to Issues of Policy Relevance. In: Edmonds B., Meyer R. (eds) Simulating Social Complexity. Understanding Complex Systems. Springer, Cham. https://doi.org/10.1007/978-3-319-66948-9_29
Others
Melania Borit. (2019). EU-H2020-MSCA-ITN-European Training Networks. EURODOC survey on the Doctorate structure across Europe (version May 2018) prepared by the EURODOC Doctoral Training Working Group. http://doi.org/10.5281/zenodo.2561196
Borit, Melania, Buday, Gergely, Hnatkova, Eva, Parada, Filomena, & Shtyka, Olga. (2018, February 1). EURODOC survey on the structure of the doctorates across Europe. Zenodo. http://doi.org/10.5281/zenodo.1261859
Accepted Abstracts
Weines, Jørn, Borit, Melania, Holm, Petter, & Hrynkiewicz, Rafal. (2017, September 27). Theoretical challenges in designing a social simulation game of balancing sustainability objectives in fisheries management. Zenodo. http://doi.org/10.5281/zenodo.1261071
Weber, C. T. (2018). A Field Guide for Interdisciplinary Fisheries Scientists. ICES Annual Science Conference, Hamburg, Germany.
Păstrăv, C., Viðarsson, J., Edvardsson, K., Dignum, F. (2018). Using normative agents to model policy change scenarios for Icelandic fisheries. ICES Annual Science Conference, Hamburg, Germany.
Weines, J., Borit, M., Holm, P. (2018). Social simulation games as vehicles for improved learning about fisheries as socio-ecological complex adaptive systems. The case of the Green Grouper Game. ICES Annual Science Conference, Hamburg, Germany.
Salvo, I., Chapela, R., Allut, A.G. (2018). Stakeholders’ perceptions of Governance in Iceland and Spain (Galicia). ICES Annual Science Conference, Hamburg, Germany.
Salvo, I., Jentoft, S., Chapela, R., Allut, A.G. (2018). Measuring good fisheries governance: What do stakeholders think?. ICES Annual Science Conference, Hamburg, Germany.
Molina, L.K. (2018). Public Engagement through Fisheries Visualization. ICES Annual Science Conference, Hamburg, Germany.
Aodha, L.N., Edmonds, B. (2018). The “science dimension” of fisheries management. ICES Annual Science Conference, Hamburg, Germany.
Heidari, S., Dignum, F.(2018). A framework for building value-based agent models of fishers. ICES Annual Science Conference, Hamburg, Germany.
Syed, S., Aodha, L.N. (2018). Co-authorship Network Analysis for Fisheries Indexed Publications. ICES Annual Science Conference, Hamburg, Germany.
Sam, T., Borit, M. (2018). Towards understanding fisheries as social-ecological systems: finding the right definition. ICES Annual Science Conference, Hamburg, Germany.
Weber, C. T., Borit, M., Hnatkova, E., Parada, F., Johnsen, H. R., Aschan .M. (2018). Identifying transferable skills to enhance Early Career Researchers employability. EURODOC conference 2018
Syed, S., & Weber, C. T. (2017). Using machine learning to uncover hidden topics of fisheries models. Modelling social-ecological systems: methods and tools for scenario development and prediction, ICES Annual Science Conference 2017.
Danielsen, R., & Agnarsson, S. (2017). Evaluating the socio-ecological performance of fisheries management in the Faroe Islands. Integrating economic and social sciences in marine ecosystem services research, ICES Annual Science Conference 2017.
Syed, S., & Borit, M. (2017). Fisheries research for ocean governance: A topic model analysis of fisheries science from 1990 to 2016. Integrating economic and social sciences in marine ecosystem services research, ICES Annual Science Conference 2017.
Johnsen, H. R., Borit, M., Aschan, M. (2017). Improving fisheries human capital through interdisciplinary doctoral training. Human Capital & Innovations for the Seafood Industry, World Seafood Congress 2017.
Weber, C. T., Borit, M., Aschan, M. (2017). Improving fisheries human capital through interdisciplinary doctoral training. Innovative PhD Training within an MSCA European Training Network. Open Science – Challenges and Opportunities for Early Career Researchers, Eurodoc Conference 2017.
Holdgate, A., Borit, M. (2016). Characteristics of Modelling Fisheries as Socio-Ecological Complex Adaptive Systems. Integrated ecosystems assessment and decision support to advance ecosystem-based fisheries management. ICES Annual Science Conference 2016.
Salvo, I., Jentoft, S., Holm, P., Johnsen, J. P., Allut, A. G., (2016). Measuring good fisheries governance: Indicators, tools and stakeholders. Integrated ecosystems assessment and decision support to advance ecosystem-based fisheries management. ICES Annual Science Conference 2016.
Păstrăv, C. & Dignum, F. (2016) The role of social institutions in the resolution of international conflicts over shared fishing resources. International Congress on Environmental Modelling and Software. 8.
Pope, J. G., Weber, C. T., Borit, M., (2016). Integrating Ecosystem Models of the North Sea with Hypotheses about the Social Consequences of Fisheries Regulation Gridlock. Understanding marine socio-ecological systems: including the human dimension in Integrated Ecosystem Assessments. ICES MSEAS 2016.
Heidari, S., Dignum, F., (2016). Exploring socio-ecological models of fishery management using multi-agent social simulation. Understanding marine socio-ecological systems: including the human dimension in Integrated Ecosystem Assessments. ICES MSEAS 2016.
Weber, C. T., Aschan, M., Borit, M., (2015). Modelling Social Science Aspects in Fisheries A Systematic Literature Review. IMBIZO IV: Marine and human systems. IMBER, Trieste, Italy.