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The Recomputation Manifesto [article]

Ian P. Gent
2013 arXiv   pre-print
Unfortunately, the discipline of Computer Science has never treated replication seriously, even though computers are very good at doing the same thing over and over again.  ...  Replication of scientific experiments is critical to the advance of science.  ...  Acknowledgements I wish to thank many scientists I have discussed these issues with over the years, for example my fellow authors of [9] .  ... 
arXiv:1304.3674v1 fatcat:evrgfqfy3zhjbegn2v774mc5su

Case Studies and Challenges in Reproducibility in the Computational Sciences [article]

Sylwester Arabas, Michael R. Bareford, Lakshitha R. de Silva, Ian P. Gent, Benjamin M. Gorman, Masih Hajiarabderkani, Tristan Henderson, Luke Hutton, Alexander Konovalov, Lars Kotthoff, Ciaran McCreesh, Miguel A. Nacenta (+4 others)
2014 arXiv   pre-print
This paper is open, executable and reproducible: the whole process of writing this paper is captured in the source control repository hosting both the source of the paper, supplementary codes and data;  ...  This paper investigates the reproducibility of computational science research and identifies key challenges facing the community today.  ...  Institute; the St Andrews School of Computer Science; and the EPSRC Impact Acceleration Award " Making Computational Experiments Recomputable" at the University of St Andrews.  ... 
arXiv:1408.2123v2 fatcat:uwvrv673tfhubpc3lgi3xivcly

Reproducibility as a Technical Specification [article]

Tom Crick, Benjamin A. Hall, Samin Ishtiaq
2015 arXiv   pre-print
In addition to addressing a pressing need for the scientific community, we further speculate on the potential contribution to the wider software development community of services which automate de novo  ...  Specifically, that the definition of an unambiguous and measurable standard of reproducibility would offer a significant benefit to the wider computational science community.  ...  reproducible research, such as the Recomputation Manifesto [43] 2 and cTuning [44] , as well as curated recommendations on where to publish research software 3 .  ... 
arXiv:1504.01310v3 fatcat:akac7l72ovfnzfcudaqyegnr7u

Function materialization in object bases

Alfons Kemper, Christoph Kilger, Guido Moerkotte
1991 Proceedings of the 1991 ACM SIGMOD international conference on Management of data - SIGMOD '91  
The object-oriented database system manifesto. In Proc. of the DOOD Conf., pages 40-57, Kyoto, Japan, Dec 1989. J. Blakeley, N. Coburn, and P. Larson.  ...  Immedzate rematerzaluatzon: The invahdatecl function result is immediately recomputed as soon as the illwd}- dation occurs.  ... 
doi:10.1145/115790.115833 dblp:conf/sigmod/KemperKM91 fatcat:y6dbcqbcynhixoof7w5owikwpm

A Catalogue Supporting Software Sustainability Design

Shola Oyedeji, Ahmed Seffah, Birgit Penzenstadler
2018 Sustainability  
Four different case studies were analyzed using the Karlskrona manifesto principles on sustainability design.  ...  The catalogue is based on reviews of the current and past research on sustainability in software engineering, which are the grounds for the development of the catalogue.  ...  [61, 62] , and the Recomputation manifesto [63] .  ... 
doi:10.3390/su10072296 fatcat:vvwqxe2c6fbybfiffysyuzroui

A data-driven network approach for characterization of political parties' ideology dynamics

Josemar Faustino, Hugo Barbosa, Eraldo Ribeiro, Ronaldo Menezes
2019 Applied Network Science  
This alignment gives rise to some of the most powerful social structures in modern democracies, the political parties.  ...  The model is applied to the Brazilian case and yields results consistent with existing literature in the Brazilian political scenario while addressing data scarcity issues in existing methodologies.  ...  Acknowledgments The authors would like to thank all BioComplex lab members, Amanda de Oliveira, Leto Peel, and the anonymous reviewers for helpful comments and suggestions.  ... 
doi:10.1007/s41109-019-0161-0 fatcat:54hje42ivjgylf32detnbhkc2m

Unsupervised Cross-Lingual Scaling of Political Texts

Goran Glavaš, Federico Nanni, Simone Paolo Ponzetto
2017 Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers  
., politician speeches or party manifestos). Existing models scale texts based on relative word usage and cannot be used for cross-lingual analyses.  ...  Experimental results show that the semantically-informed scaling models better predict the party positions than the existing word-based models in two different political dimensions.  ...  Finally, after obtaining the positions of the non-pivot texts, we recompute the positions for the two pivot texts. Position propagation.  ... 
doi:10.18653/v1/e17-2109 dblp:conf/eacl/PonzettoGN17 fatcat:euh3ed47gfddnkt3lqv6fdyieu

Election Laws, Disproportionality and Median Correspondence: Implications for Two Visions of Democracy

2000 British Journal of Political Science  
We analyse the effect of election rules on both vote-seat correspondence and median left-right correspondence in seventy elections in seventeen countries.  ...  We show theoretically the stringent conditions necessary to reduce vote-seat disproportionality in high threshold systems and empirically their high variance (and higher levels) of distortion.  ...  Finally, the last column shows the results based on the transformed manifestos data.  ... 
doi:10.1017/s0007123400000168 fatcat:li36mqyvirftfksnkamtuzsufq

Timely Decisions: The Effects of Past National Elections on Party Policy Change

Zeynep Somer-Topcu
2009 Journal of Politics  
the last election moderates the relationship between past election results and party policy change.  ...  I highlight two factors that previous analysts have not considered: whether past election results affect the magnitude of parties' policy shifts in the current election, and how the time elapsed since  ...  Acknowledgments An earlier version of this paper was presented at the 2007 Empirical Implications of Theoretical Models (EITM) Summer Institute, UCLA. I thank James  ... 
doi:10.1017/s0022381608090154 fatcat:cdduhcpmjbbpblihu7qhkh2lf4

"Can I Implement Your Algorithm?": A Model for Reproducible Research Software [article]

Tom Crick, Benjamin A. Hall, Samin Ishtiaq
2014 arXiv   pre-print
In computer science and related computational disciplines such as systems biology, the issues closely revolve around the ability to implement novel algorithms and approaches.  ...  Taking an approach from the literature and applying it to a new codebase frequently requires local knowledge missing from the published manuscripts and project websites.  ...  Nevertheless, there has been previous work in this area [11] , [12] , as well as a range of manifestos for reproducible research and community initiatives, such as the Recomputation Manifesto [13]  ... 
arXiv:1407.5981v2 fatcat:nv22jh4kfzh4ne623etcqg3oki

A manifesto for model merging

Greg Brunet, Marsha Chechik, Steve Easterbrook, Shiva Nejati, Nan Niu, Mehrdad Sabetzadeh
2006 Proceedings of the 2006 international workshop on Global integrated model management - GaMMa '06  
In this paper, we present a manifesto for research on model merging.  ...  Existing approaches to model merging make assumptions about the types of model to be merged, and the nature of the relationship between them. This makes it hard to compare approaches.  ...  Models may evolve through a number of different versions, so that merges may need to be recomputed if the source models are updated.  ... 
doi:10.1145/1138304.1138307 fatcat:bwlkpifw6fa6xawh26636qn42e

Preface to the 2014 Edition. World Machines: The Steam Engine, the Railway, and the Computer [chapter]

2019 The Railway Journey  
Here the aim is to not just to record the world in numbers but to make a numerical alias of it, which subsequently can be reconstituted/recomputed at one's leisure.  ...  in the united movements of each particle, the testimony of man's changeful will 7 . 8 When around the same time the two German emigre authors of the Communist Manifesto wrote that the bourgeoisie was  ... 
doi:10.1525/9780520957909-004 fatcat:puuc3ousc5aszjh2vp2c4xtv7y

Readersourcing-a manifesto

Stefano Mizzaro
2012 Journal of the American Society for Information Science and Technology  
This position paper analyzes the current situation in the scholarly publishing and peer review practices and presents three thesis: (i) we are going to run out of peer reviewers; (ii) it is possible to  ...  The system is then presented as an independent, third-party, non-profit, academic/scientific endeavor, aimed at quality rating of scholarly literature and scholars, and some possible  ...  When a subsequent reader r ′ expresses her judgment j ′ , the same updating operations take place on p, a, and r ′ ; but the correctness of j is recomputed as well, on the basis of the new score of p,  ... 
doi:10.1002/asi.22668 fatcat:k2jfdupnzrfojac5hmg24b2zxu

Understanding Wordscores

Will Lowe
2008 Social Science Research Network  
The first part of the paper demonstrates that badly scaled document score estimates reflect deeper problems with the method.  ...  Problems with the method are identified with the conditions under which these layers of approximation fail to ensure consistent and unbiased estimation of the parameters of the ideal point model. * I would  ...  Fig. 4 shows the result of recomputing wordscores after removing the second and fourth reference documents.  ... 
doi:10.2139/ssrn.1095280 fatcat:sa6mkfejjfbhbln43yoyt3dffu

Understanding Wordscores

Will Lowe
2008 Political Analysis  
The first part of the paper demonstrates that badly scaled document score estimates reflect deeper problems with the method.  ...  Problems with the method are identified with the conditions under which these layers of approximation fail to ensure consistent and unbiased estimation of the parameters of the ideal point model.  ...  Fig. 4 shows the result of recomputing wordscores after removing the second and fourth reference documents.  ... 
doi:10.1093/pan/mpn004 fatcat:lkdpjzrjqvaxxmz3s3dgwt2xre
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