@inproceedings{QueryExpansion2022,
title = {Proactive Query Expansion for Streaming Data Using External Sources},
author = {Farah Alshanik and Amy Apon and Yuheng Du and Alexander Herzog and Ilya Safro},
booktitle = {Proceedings of the IEEE International Conference on Big Data},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020577}
}
@article{Ireland2022,
title = {It\'s Only Words? Analysing the Roots of the Irish Party System Using Historical Parliamentary Debates},
author = {Liam Weeks and Slava Jankin Mikhaylov and Alexander Herzog and Mícheál Ó Fathartaigh and Hannah Béchara},
journal = {Parliamentary Affairs},
year = {2022},
volume = {76},
number = {4},
pages = {836--856},
url = {https://doi.org/10.1093/pa/gsac020}
}
@article{TransferLearning2021,
title = {Transfer Learning for Topic Labeling: Analysis of the {UK} {House of Commons} Speeches 1935--2014},
author = {Hannah Béchara and Alexander Herzog and Slava Jankin Mikhaylov and Peter John},
journal = {Research \& Politics},
year = {2021},
volume = {8},
number = {2},
pages = {1--10},
url = {https://doi.org/10.1177/20531680211022206},
note = {Data and code: https://doi.org/10.7910/DVN/DT3KUE}
}
@inproceedings{Stopwords2020,
title = {Accelerating Text Mining Using Domain-Specific Stop Word Lists},
author = {Farah Alshanik and Amy Apon and Alexander Herzog and Ilya Safro and Justin Sybrandt},
booktitle = {Proceedings of the International Workshop on Big Data Reduction held in conjunction with the IEEE International Conference on Big Data},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378226},
note = {Code: https://github.com/FarahAlshanik/Domain-Specific-Word-List}
}
@article{HerzogMikhaylov2020,
title = {Intra-Cabinet Politics and Fiscal Governance in Times of Austerity},
author = {Alexander Herzog and Slava Jankin Mikhaylov},
journal = {Political Science Research and Methods},
year = {2020},
volume = {8},
number = {3},
pages = {409--424},
url = {https://doi.org/10.1017/psrm.2019.40},
note = {Data and code: https://doi.org/10.7910/DVN/XTAEY9}
}
@inproceedings{CLDA2019,
title = {Clustered Latent Dirichlet Allocation ({CLDA}) for Scientific Discovery},
author = {Chris Gropp and Alexander Herzog and Ilya Safro and Paul Wilson and Amy Apon},
booktitle = {Proceedings of the 1st International Workshop on Big Data Tools, Methods, and Use Cases for Innovative Scientific Discovery (BTSD) held in conjunction with the IEEE International Conference on Big Data},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9005964},
note = {Code: https://github.com/groppcw/CLDA}
}
@article{HagemannBailerHerzog2018,
title = {Signals to Their Parliaments: Governments' Strategic Use of Votes and Policy Statements in the {Council} of the {European} {Union}},
author = {Sara Hagemann and Stefanie Bailer and Alexander Herzog},
journal = {Journal of Common Market Studies},
year = {2019},
volume = {57},
number = {3},
pages = {634--650},
url = {https://doi.org/10.1111/jcms.12844}
}
@inproceedings{CCGrid2018,
title = {Addressing the Challenges of Executing a Massive Computational Cluster in the Cloud},
author = {Brandon Posey and Christopher Gropp and Boyd Wilson and Boyd McGeachie and Sanjay Padhi and Alexander Herzog and Amy Apon},
booktitle = {Proceedings of the 18th Annual IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing (CCGrid)},
year = {2018},
url = {https://doi.org/10.1109/CCGRID.2018.00040}
}
@inproceedings{Abstracts2018,
title = {Are Abstracts Enough for Hypothesis Generation?},
author = {Justin Sybrandt and Angelo Carrabba and Alexander Herzog and Ilya Safro},
booktitle = {Proceedings of the IEEE International Conference on Big Data},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8621974},
note = {Code: https://github.com/JSybrandt/MOLIERE}
}
@inproceedings{DynamicCentralities2017,
title = {Detecting and Summarizing Emergent Events in Microblogs and Social Media Streams by Dynamic Centralities},
author = {Neela Avudaiappan and Alexander Herzog and Sneha Kadam and Yuheng Du and Jason Thatcher and Ilya Safro},
booktitle = {Proceedings of the IEEE International Conference on Big Data},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258097},
note = {Code: https://github.com/aherzog/dynamic-eigenvector-centralities}
}
@inproceedings{CommonCrawl2017,
title = {Representativeness of Latent Dirichlet Allocation Topics Estimated from Data Samples with Application to {Common} {Crawl}},
author = {Yuheng Du and Alexander Herzog and Andre Luckow and Ramu Nerella and Christopher Gropp and Amy Apon},
booktitle = {Proceedings of the IEEE International Conference on Big Data},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258075}
}
@inproceedings{DPSI2017,
title = {Database of Parliamentary Speeches in {Ireland}, 1919--2013},
author = {Alexander Herzog and Slava Jankin Mikhaylov},
booktitle = {Proceedings of the 1st IEEE International Conference on the Frontiers and Advances in Data Science},
year = {2017},
url = {https://doi.org/10.1109/FADS.2017.8253189},
note = {Data: https://doi.org/10.7910/DVN/6MZN76}
}
@inproceedings{PAW2017,
title = {Automated Cluster Provisioning and Workflow Management for Parallel Scientific Applications in the Cloud},
author = {Brandon Posey and Christopher Gropp and Alexander Herzog and Amy Apon},
booktitle = {Proceedings of the 10th Workshop on Many-Task Computing on Clouds, Grids, and Supercomputers (MTAGS) held in conjunction with the ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis},
year = {2017},
url = {https://alexherzog.net/files/MTAGS_2017_PAW.pdf}
}
@article{LauderdaleHerzog2016,
title = {Measuring Political Positions from Legislative Speech},
author = {Benjamin E. Lauderdale and Alexander Herzog},
journal = {Political Analysis},
year = {2016},
volume = {24},
number = {3},
pages = {374--394},
url = {https://doi.org/10.1093/pan/mpw017},
note = {Data and code: https://doi.org/10.7910/DVN/RQMIV3, Supplemental material: https://alexherzog.net/files/Lauderdale-Herzog-PA-2016-supplemental-material.pdf}
}
@article{HerzogBenoit2015,
title = {The Most Unkindest Cuts: Speaker Selection and Expressed Government Dissent During Economic Crisis},
author = {Alexander Herzog and Kenneth Benoit},
journal = {Journal of Politics},
year = {2015},
volume = {77},
number = {4},
pages = {1157--1175},
url = {https://doi.org/10.1086/682670},
note = {Data and code: https://doi.org/10.7910/DVN/DGXXH9, Supplemental material: https://alexherzog.net/files/Herzog-Benoit-JOP-2015-supplemental-material.pdf}
}
@article{HerzogTucker2010,
title = {The Dynamics of Support: The Winners-Losers Gap in Attitudes Towards {EU} Membership in Post-Communist Countries},
author = {Alexander Herzog and Joshua A. Tucker},
journal = {European Political Science Review},
year = {2010},
volume = {2},
number = {2},
pages = {235--267},
url = {https://doi.org/10.1017/S1755773909990282},
note = {Data and code: https://alexherzog.net/files/Herzog-Tucker-EPSR-2010-replication.zip}
}
@article{PappiHerzogSchmitt2006,
title = {{Koalitionssignale} und die {Kombination} von {Erst}- und {Zweitstimme} bei den {Bundestagswahlen} 1953 bis 2005 [Coalition Signals and the Combination of First and Second Vote in {Bundestag} Elections 1953 to 2005]},
author = {Franz Urban Pappi and Alexander Herzog and Ralf Schmitt},
journal = {Zeitschrift für Parlamentsfragen},
year = {2006},
volume = {37},
number = {3},
pages = {493--513},
url = {https://alexherzog.net/files/Pappi_Herzog_Schmitt_ZParl_2006.pdf}
}
@article{PappiBeckerHerzog2005,
title = {{Regierungsbildung} in {Mehrebenensystemen}: Zur {Erklärung} der {Koalitionsbildung} in den deutschen {Bundesländern} [Government Formation in Multilevel Systems: Explaining Coalition Building in the {German} {Länder}]},
author = {Franz Urban Pappi and Axel Becker and Alexander Herzog},
journal = {Politische Vierteljahresschrift},
year = {2005},
volume = {46},
number = {3},
pages = {432--458},
url = {https://doi.org/10.1007/s11615-005-0279-9}
}
@incollection{Ireland2021,
title = {{Ireland}: The Paradox of a Weak Legislature in a Candidate-Centered System},
author = {Alexander Herzog and Slava Jankin Mikhaylov and Liam Weeks},
booktitle = {Politics of Legislative Debate},
editor = {Hanna Back and Marc Debus and Jorge M. Fernandes},
publisher = {Oxford University Press},
year = {2021},
pages = {463--483},
url = {https://doi.org/10.1093/oso/9780198849063.003.0023}
}
@incollection{TreatyDebates2018,
title = {'More Than Words': A Quantitative Text Analysis of the Treaty Debates},
author = {Liam Weeks and Mícheál Ó Fathartaigh and Slava Jankin Mikhaylov and Alexander Herzog},
booktitle = {The Treaty: Debating and Establishing the Irish State},
editor = {Liam Weeks and Mícheál Ó Fathartaigh},
publisher = {Irish Academic Press},
year = {2018},
pages = {206--224},
url = {https://irishacademicpress.ie/product/the-treaty-establishing-irish-independence/},
note = {Winner of the Irish Political Studies Best Paper Prize 2016}
}
@incollection{BenoitHerzog2017,
title = {Text Analysis: Estimating Policy Preferences from Written and Spoken Words},
author = {Kenneth Benoit and Alexander Herzog},
booktitle = {Analytics, Policy and Governance},
editor = {Jennifer Bachner and Kathryn Wagner Hill and Benjamin Ginsberg},
publisher = {Yale University Press},
year = {2017},
pages = {137--159},
url = {https://yalebooks.yale.edu/book/9780300208399/analytics-policy-and-governance/}
}