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bsc.bib
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@Article{eagle06,
author = {Nathan Eagle and Alex (Sandy) Pentland},
title = {Reality mining: sensing complex social systems},
journal = {Personal Ubiquitous Computing},
year = {2006},
volume = {10},
number = {4},
pages = {255–268}
}
@Book{tieteentila12,
editor = {Leena Treuthardt and Anu Nuutinen},
title = {Tieteen tila 2012},
publisher = {Suomen Akatemia},
year = {2012}
}
@InProceedings{oulasvirta12,
author = {Antti Oulasvirta and Aurora Pihlajamaa and Jukka Perkiö and Debarshi Ray and Taneli Vähäkangas and Tero Hasu and Niklas Vainio and Petri Myllymäki},
title = {Long-term Effects of Ubiquitous Surveillance in the Home},
year = {2012},
booktitle = {Proceedings of The 14th International Conference on Ubiquitous Computing},
}
@article {cioffi-revilla10,
author = {Cioffi-Revilla, Claudio},
title = {Computational social science},
journal = {Wiley Interdisciplinary Reviews: Computational Statistics},
volume = {2},
number = {3},
pages = {259--271},
year = {2010},
}
@article{lazer09,
author = {Lazer, David and Pentland, Alex and Adamic, Lada and Aral, Sinan and Barabási, Albert-László and Brewer, Devon and Christakis, Nicholas and Contractor, Noshir and Fowler, James and Gutmann, Myron and Jebara, Tony and King, Gary and Macy, Michael and Roy, Deb and Van Alstyne, Marshall},
title = {Life in the network: the coming age of computational social science},
volume = {323},
number = {5915},
pages = {721-723},
year = {2009},
journal = {Science}
}
@article{bankes02,
author = {Bankes, Steven and Lempert, Robert and Popper, Steven},
title = {Making Computational Social Science Effective},
volume = {20},
number = {4},
pages = {377-388},
year = {2002},
journal = {Social Science Computer Review}
}
@inproceedings{adamic05,
author = {Adamic, Lada A. and Glance, Natalie},
title = {The political blogosphere and the 2004 U.S. election: divided they blog},
booktitle = {Proceedings of the 3rd international workshop on Link discovery},
series = {LinkKDD '05},
year = {2005},
pages = {36--43},
}
@Article{notess02,
author = {Greg R. Notess},
title = {The Wayback Machine: The Web's Archive},
journal = {Online},
year = {2002},
volume = {26},
number = {2},
pages = {59--61}
}
@article{collingwood12,
author = {Collingwood, Loren and Wilkerson, John},
title = {Tradeoffs in Accuracy and Efficiency in Supervised Learning Methods},
journal = {Journal of Information Technology \& Politics},
volume = {9},
number = {3},
pages = {298-318},
year = {2012},
}
@Book{watts11,
author = {Duncan J. Watts},
title = {Everything is obvious. How common sense fails},
publisher = {Atlantinc Books},
year = {2011},
address = {Lontoo}
}
%% Simulaatio
@article{clinton2004statistical,
title={The statistical analysis of roll call data},
author={Clinton, Joshua and Jackman, Simon and Rivers, Douglas},
journal={American Political Science Review},
volume={98},
number={02},
pages={355--370},
year={2004},
publisher={Cambridge Univ Press}
}
@InProceedings{historia,
author = {Erkki Berndtson},
title = {‘Schools of Political Science’ and the Formation of a Discipline},
year = {2009},
bookname = {The XXIst International Political Science Association World Congress}
}
@Article{brotherus,
author = {K. R. Brotherus},
title = {Valtio-opin suhde muihin tieteisiin},
journal = {Historiallinen aikakauskirja},
year = {1924},
volume = {22},
number = {4},
pages = {257--268}
}
@article{Axelrod01031980,
author = {Axelrod, Robert},
title = {Effective Choice in the Prisoner's Dilemma},
volume = {24},
number = {1},
pages = {3-25},
year = {1980},
doi = {10.1177/002200278002400101},
abstract ={This is a “primer” on how to play the iterated Prisoner's Dilemma game effectively. Existing research approaches offer the participant limited help in understanding how to cope effectively with such interactions. To gain a deeper understanding of how to be effective in such a partially competitive and partially cooperative environment, a computer tournament was conducted for the iterated Prisoner's Dilemma. Decision rules were submitted by entrants who were recruited primarily from experts in game theory from a variety of disciplines: psychology, political science, economics, sociology, and mathematics. The results of the tournament demonstrate that there are subtle reasons for an individualistic pragmatist to cooperate as long as the other side does, to be somewhat for-giving, and to be optimistic about the other side's responsiveness.},
URL = {http://jcr.sagepub.com/content/24/1/3.abstract},
eprint = {http://jcr.sagepub.com/content/24/1/3.full.pdf+html},
journal = {Journal of Conflict Resolution}
}
@article{hornik2006support,
title={Support vector machines in R},
author={Hornik, Kurt and Meyer, David and Karatzoglou, Alexandros},
journal={Journal of statistical software},
volume={15},
number={9},
pages={1--28},
year={2006},
publisher={American Statistical Association}
}
@Misc{pertti,
author = {Pertti Ahonen},
year = {2014},
title = {Before big data: a small data political study},
annote = {julkaisematon käsikirjoitus}
}
@book{vapnik1982estimation,
title={Estimation of dependences based on empirical data},
author={Vapnik, Vladimir Naumovich and Kotz, Samuel},
volume={40},
year={1982},
publisher={Springer-Verlag New York}
}
%% some mssing ones
@article{edmonds2005computational,
title={Computational simulation as theoretical experiment},
author={Edmonds, Bruce and Hales, David},
journal={Journal of Mathematical Sociology},
volume={29},
number={3},
pages={209--232},
year={2005},
publisher={Taylor \& Francis}
}
@article{clinton2004statistical,
title={The statistical analysis of roll call data},
author={Clinton, Joshua and Jackman, Simon and Rivers, Douglas},
journal={American Political Science Review},
volume={98},
number={02},
pages={355--370},
year={2004},
publisher={Cambridge Univ Press}
}
@article{imai2012statistical,
title={A statistical method for empirical testing of competing theories},
author={Imai, Kosuke and Tingley, Dustin},
journal={American Journal of Political Science},
volume={56},
number={1},
pages={218--236},
year={2012},
publisher={Wiley Online Library}
}
@article{mooney1996bootstrap,
title={Bootstrap statistical inference: Examples and evaluations for political science},
author={Mooney, Christopher Z},
journal={American Journal of Political Science},
pages={570--602},
year={1996},
publisher={JSTOR}
}
@article{orbell2004machiavellian,
title={“Machiavellian” intelligence as a basis for the evolution of cooperative dispositions},
author={Orbell, John and Morikawa, Tomonori and Hartwig, Jason and Hanley, James and Allen, Nicholas},
journal={American Political Science Review},
volume={98},
number={01},
pages={1--15},
year={2004},
publisher={Cambridge Univ Press}
}
@article{altaweel2012mobilizing,
title={Mobilizing for Change: Simulating Political Movements in Armed Conflicts},
author={Altaweel, Mark and Sallach, David and Macal, Charles},
journal={Social Science Computer Review},
pages={0894439312451106},
year={2012},
publisher={Sage Publications}
}
@article{anderson2011highlights,
title={Highlights of contemporary microsimulation},
author={Anderson, Ronald E and Hicks, Chantal},
journal={Social Science Computer Review},
volume={29},
number={1},
pages={3--8},
year={2011},
publisher={SAGE Publications}
}
@article{bloomquist2006comparison,
title={A comparison of agent-based models of income tax evasion},
author={Bloomquist, Kim M},
journal={Social Science Computer Review},
volume={24},
number={4},
pages={411--425},
year={2006},
publisher={Sage Publications}
}
@article{slantchev2004initiators,
title={How initiators end their wars: The duration of warfare and the terms of peace},
author={Slantchev, Branislav L},
journal={American Journal of Political Science},
volume={48},
number={4},
pages={813--829},
year={2004},
publisher={Wiley Online Library}
}
@article{jackman2000estimation,
title={Estimation and inference via Bayesian simulation: An introduction to Markov chain Monte Carlo},
author={Jackman, Simon},
journal={American Journal of Political Science},
pages={375--404},
year={2000},
publisher={JSTOR}
}
@article{quinn1999voter,
title={Voter choice in multi-party democracies: a test of competing theories and models},
author={Quinn, Kevin M and Martin, Andrew D and Whitford, Andrew B},
journal={American Journal of Political Science},
pages={1231--1247},
year={1999},
publisher={JSTOR}
}
%% sentimenttianalyysi
@article{groshek2013public,
title={Public sentiment and critical framing in social media content during the 2012 US presidential campaign},
author={Groshek, Jacob and Al-Rawi, Ahmed},
journal={Social Science Computer Review},
pages={0894439313490401},
year={2013},
publisher={Sage Publications}
}
@article{park2011networked,
title={Networked politics on Cyworld: The text and sentiment of Korean political profiles},
author={Park, Se Jung and Lim, Yon Soo and Sams, Steven and Nam, Sang Me and Park, Han Woo},
journal={Social Science Computer Review},
volume={29},
number={3},
pages={288--299},
year={2011},
publisher={Sage Publications}
}
@article{tumasjan2010election,
title={Election forecasts with Twitter: How 140 characters reflect the political landscape},
author={Tumasjan, Andranik and Sprenger, Timm O and Sandner, Philipp G and Welpe, Isabell M},
journal={Social Science Computer Review},
pages={0894439310386557},
year={2011},
number={4},
volume={29},
pages={402--418}
publisher={Sage Publications}
}
@inproceedings{Pang02a,
author = {Bo Pang and Lillian Lee and Shivakumar Vaithyanathan},
title = {Thumbs Up? Sentiment Classification Using Machine Learning Techniques},
year = {2002},
pages = {79--86},
booktitle = {Proceedings of EMNLP}
}
@inproceedings{Pang05a,
author = {Bo Pang and Lillian Lee},
title = {Seeing Stars: Exploiting Class Relationships For Sentiment Categorization With Respect To Rating Scales},
year = {2005},
pages = {115--124},
booktitle = {Proceedings of ACL}
}
@article{pennebaker2001linguistic,
title={Linguistic inquiry and word count: LIWC 2001},
author={Pennebaker, James W and Francis, Martha E and Booth, Roger J},
journal={Mahway: Lawrence Erlbaum Associates},
volume={71},
pages={2001},
year={2001}
}
%% topic models
@article{levy2013driving,
title={Driving Regulation: Using Topic Models to Examine Political Contention in the US Trucking Industry},
author={Levy, Karen EC and Franklin, Michael},
journal={Social Science Computer Review},
pages={0894439313506847},
year={2013},
publisher={Sage Publications}
}
%% validiteetti
@article{edmonds2005computational,
title={Computational simulation as theoretical experiment},
author={Edmonds, Bruce and Hales, David},
journal={Journal of Mathematical Sociology},
volume={29},
number={3},
pages={209--232},
year={2005},
publisher={Taylor \& Francis}
}
@article{pardos2010navigating,
title={Navigating the parameter space of Bayesian Knowledge Tracing models: Visualizations of the convergence of the Expectation Maximization algorithm.},
author={Pardos, Zachary A and Heffernan, Neil T},
journal={Educational Data Mining},
volume={2010},
pages={161--170},
year={2010},
publisher={ERIC}
}
%% menetelmät
@ARTICLE{llyod1982,
author={Lloyd, S.},
journal={Information Theory, IEEE Transactions on},
title={Least squares quantization in PCM},
year={1982},
month={Mar},
volume={28},
number={2},
pages={129-137}
}
@article{cortes95,
year={1995},
journal={Machine Learning},
volume={20},
number={3},
title={Support-vector networks},
publisher={Kluwer Academic Publishers},
author={Cortes, Corinna and Vapnik, Vladimir},
pages={273-297},
}
@article{blei2003,
title={Latent dirichlet allocation},
author={Blei, David M and Ng, Andrew Y and Jordan, Michael I},
journal={The Journal of machine Learning research},
volume={3},
pages={993--1022},
year={2003},
publisher={JMLR. org}
}
%% others
@book{metsamuuronen,
title = {Tutkimuksen tekemisen perusteet ihmistieteissä},
author = {Jari Metsämuuronen},
year = {2006},
publisher = {International Methelp Ky}
}