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@article{DBLP:journals/bigdata/AikatCFJKMRA17,
  author       = {Jay Aikat and
                  Thomas M. Carsey and
                  Karamarie Fecho and
                  Kevin Jeffay and
                  Ashok Kumar Krishnamurthy and
                  Peter J. Mucha and
                  Arcot Rajasekar and
                  Stanley C. Ahalt},
  title        = {Scientific Training in the Era of Big Data: {A} New Pedagogy for Graduate
                  Education},
  journal      = {Big Data},
  volume       = {5},
  number       = {1},
  pages        = {12--18},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0014},
  doi          = {10.1089/BIG.2016.0014},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/AikatCFJKMRA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/AlexanderDIJM17,
  author       = {Lewis Alexander and
                  Sanjiv R. Das and
                  Zachary G. Ives and
                  H. V. Jagadish and
                  Claire Monteleoni},
  title        = {Research Challenges in Financial Data Modeling and Analysis},
  journal      = {Big Data},
  volume       = {5},
  number       = {3},
  pages        = {177--188},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0074},
  doi          = {10.1089/BIG.2016.0074},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/AlexanderDIJM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/BarfarP17,
  author       = {Arash Barfar and
                  Balaji Padmanabhan},
  title        = {Predicting Presidential Election Outcomes from What People Watch},
  journal      = {Big Data},
  volume       = {5},
  number       = {1},
  pages        = {32--41},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0013},
  doi          = {10.1089/BIG.2017.0013},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/BarfarP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/BarocasbFW17,
  author       = {Solon Barocas and
                  danah boyd and
                  Sorelle A. Friedler and
                  Hanna M. Wallach},
  title        = {Social and Technical Trade-Offs in Data Science},
  journal      = {Big Data},
  volume       = {5},
  number       = {2},
  pages        = {71--72},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.29020.stt},
  doi          = {10.1089/BIG.2017.29020.STT},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/BarocasbFW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/BerendtP17,
  author       = {Bettina Berendt and
                  S{\"{o}}ren Preibusch},
  title        = {Toward Accountable Discrimination-Aware Data Mining: The Importance
                  of Keeping the Human in the Loop - and Under the Looking Glass},
  journal      = {Big Data},
  volume       = {5},
  number       = {2},
  pages        = {135--152},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0055},
  doi          = {10.1089/BIG.2016.0055},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/BerendtP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/BolsoverH17,
  author       = {Gillian Bolsover and
                  Philip N. Howard},
  title        = {Computational Propaganda and Political Big Data: Moving Toward a More
                  Critical Research Agenda},
  journal      = {Big Data},
  volume       = {5},
  number       = {4},
  pages        = {273--276},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.29024.cpr},
  doi          = {10.1089/BIG.2017.29024.CPR},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/BolsoverH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/BuchananLMSMC17,
  author       = {Verica Buchanan and
                  Yafeng Lu and
                  Nathan J. McNeese and
                  Michael Steptoe and
                  Ross Maciejewski and
                  Nancy J. Cooke},
  title        = {The Role of Teamwork in the Analysis of Big Data: {A} Study of Visual
                  Analytics and Box Office Prediction},
  journal      = {Big Data},
  volume       = {5},
  number       = {1},
  pages        = {53--66},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0044},
  doi          = {10.1089/BIG.2016.0044},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/BuchananLMSMC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/ChenFMP17,
  author       = {Daizhuo Chen and
                  Samuel P. Fraiberger and
                  Robert Moakler and
                  Foster J. Provost},
  title        = {Enhancing Transparency and Control When Drawing Data-Driven Inferences
                  About Individuals},
  journal      = {Big Data},
  volume       = {5},
  number       = {3},
  pages        = {197--212},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0074},
  doi          = {10.1089/BIG.2017.0074},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/ChenFMP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/Chouldechova17,
  author       = {Alexandra Chouldechova},
  title        = {Fair Prediction with Disparate Impact: {A} Study of Bias in Recidivism
                  Prediction Instruments},
  journal      = {Big Data},
  volume       = {5},
  number       = {2},
  pages        = {153--163},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0047},
  doi          = {10.1089/BIG.2016.0047},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/Chouldechova17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/Dhar17,
  author       = {Vasant Dhar},
  title        = {What Is the Role of Artificial Intelligence in Sports?},
  journal      = {Big Data},
  volume       = {5},
  number       = {3},
  pages        = {173--174},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.29022.vdb},
  doi          = {10.1089/BIG.2017.29022.VDB},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/Dhar17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/Dhar17a,
  author       = {Vasant Dhar},
  title        = {Should We Regulate Digital Platforms?},
  journal      = {Big Data},
  volume       = {5},
  number       = {4},
  pages        = {277--278},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.29023.vdc},
  doi          = {10.1089/BIG.2017.29023.VDC},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/Dhar17a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/DharB17,
  author       = {Vasant Dhar and
                  Sam Bowman},
  title        = {A Perspective on Natural Language Understanding Capability: An Interview
                  with Sam Bowman},
  journal      = {Big Data},
  volume       = {5},
  number       = {1},
  pages        = {5--11},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.29016.sbo},
  doi          = {10.1089/BIG.2017.29016.SBO},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/DharB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/DrosouJPS17,
  author       = {Marina Drosou and
                  H. V. Jagadish and
                  Evaggelia Pitoura and
                  Julia Stoyanovich},
  title        = {Diversity in Big Data: {A} Review},
  journal      = {Big Data},
  volume       = {5},
  number       = {2},
  pages        = {73--84},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0054},
  doi          = {10.1089/BIG.2016.0054},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/DrosouJPS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/FilippasL17,
  author       = {Apostolos Filippas and
                  Theodoros Lappas},
  title        = {Strength in Numbers: Using Big Data to Simplify Sentiment Classification},
  journal      = {Big Data},
  volume       = {5},
  number       = {3},
  pages        = {256--271},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0020},
  doi          = {10.1089/BIG.2017.0020},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/FilippasL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/GrimmePAT17,
  author       = {Christian Grimme and
                  Mike Preuss and
                  Lena Adam and
                  Heike Trautmann},
  title        = {Social Bots: Human-Like by Means of Human Control?},
  journal      = {Big Data},
  volume       = {5},
  number       = {4},
  pages        = {279--293},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0044},
  doi          = {10.1089/BIG.2017.0044},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/GrimmePAT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/HuangMPJR0ZH17,
  author       = {Lifu Huang and
                  Jonathan May and
                  Xiaoman Pan and
                  Heng Ji and
                  Xiang Ren and
                  Jiawei Han and
                  Lin Zhao and
                  James A. Hendler},
  title        = {Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity
                  Typing Systems},
  journal      = {Big Data},
  volume       = {5},
  number       = {1},
  pages        = {19--31},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0012},
  doi          = {10.1089/BIG.2017.0012},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/HuangMPJR0ZH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/HuckleW17,
  author       = {Steve Huckle and
                  Martin White},
  title        = {Fake News: {A} Technological Approach to Proving the Origins of Content,
                  Using Blockchains},
  journal      = {Big Data},
  volume       = {5},
  number       = {4},
  pages        = {356--371},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0071},
  doi          = {10.1089/BIG.2017.0071},
  timestamp    = {Wed, 19 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/HuckleW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/NeffTFO17,
  author       = {Gina Neff and
                  Anissa Tanweer and
                  Brittany Fiore{-}Gartland and
                  Laura Osburn},
  title        = {Critique and Contribute: {A} Practice-Based Framework for Improving
                  Critical Data Studies and Data Science},
  journal      = {Big Data},
  volume       = {5},
  number       = {2},
  pages        = {85--97},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0050},
  doi          = {10.1089/BIG.2016.0050},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/NeffTFO17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/NigamDJC17,
  author       = {Aastha Nigam and
                  Henry K. Dambanemuya and
                  Madhav Joshi and
                  Nitesh V. Chawla},
  title        = {Harvesting Social Signals to Inform Peace Processes Implementation
                  and Monitoring},
  journal      = {Big Data},
  volume       = {5},
  number       = {4},
  pages        = {337--355},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0055},
  doi          = {10.1089/BIG.2017.0055},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/NigamDJC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/PattersonG17,
  author       = {Maria T. Patterson and
                  Robert L. Grossman},
  title        = {Detecting Spatial Patterns of Disease in Large Collections of Electronic
                  Medical Records Using Neighbor-Based Bootstrapping},
  journal      = {Big Data},
  volume       = {5},
  number       = {3},
  pages        = {213--224},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0028},
  doi          = {10.1089/BIG.2017.0028},
  timestamp    = {Thu, 13 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/PattersonG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/SathiarajCR17,
  author       = {David Sathiaraj and
                  William M. Cassidy Jr. and
                  Eric Rohli},
  title        = {Improving Predictive Accuracy in Elections},
  journal      = {Big Data},
  volume       = {5},
  number       = {4},
  pages        = {325--336},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0047},
  doi          = {10.1089/BIG.2017.0047},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/SathiarajCR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/SchaferEH17,
  author       = {Fabian Sch{\"{a}}fer and
                  Stefan Evert and
                  Philipp Heinrich},
  title        = {Japan's 2014 General Election: Political Bots, Right-Wing Internet
                  Activism, and Prime Minister Shinz{\={o}} Abe's Hidden Nationalist
                  Agenda},
  journal      = {Big Data},
  volume       = {5},
  number       = {4},
  pages        = {294--309},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0049},
  doi          = {10.1089/BIG.2017.0049},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/SchaferEH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/Shmueli17,
  author       = {Galit Shmueli},
  title        = {Research Dilemmas with Behavioral Big Data},
  journal      = {Big Data},
  volume       = {5},
  number       = {2},
  pages        = {98--119},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0043},
  doi          = {10.1089/BIG.2016.0043},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/Shmueli17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/Shroff17,
  author       = {Ravi Shroff},
  title        = {Predictive Analytics for City Agencies: Lessons from Children's Services},
  journal      = {Big Data},
  volume       = {5},
  number       = {3},
  pages        = {189--196},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0052},
  doi          = {10.1089/BIG.2016.0052},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/Shroff17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/ShuklaS0L17,
  author       = {Manu Shukla and
                  Raimundo F. Dos Santos and
                  Feng Chen and
                  Chang{-}Tien Lu},
  title        = {{DISCRN:} {A} Distributed Storytelling Framework for Intelligence
                  Analysis},
  journal      = {Big Data},
  volume       = {5},
  number       = {3},
  pages        = {225--245},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0025},
  doi          = {10.1089/BIG.2017.0025},
  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/ShuklaS0L17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/StukalSBT17,
  author       = {Denis Stukal and
                  Sergey Sanovich and
                  Richard Bonneau and
                  Joshua A. Tucker},
  title        = {Detecting Bots on Russian Political Twitter},
  journal      = {Big Data},
  volume       = {5},
  number       = {4},
  pages        = {310--324},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2017.0038},
  doi          = {10.1089/BIG.2017.0038},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/StukalSBT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/TuckASAH17,
  author       = {Matthew G. Tuck and
                  Farrokh Alemi and
                  John F. Shortle and
                  Sanja Avramovic and
                  Charles Hesdorffer},
  title        = {A Comprehensive Index for Predicting Risk of Anemia from Patients'
                  Diagnoses},
  journal      = {Big Data},
  volume       = {5},
  number       = {1},
  pages        = {42--52},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0073},
  doi          = {10.1089/BIG.2016.0073},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/TuckASAH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/VarshneyA17,
  author       = {Kush R. Varshney and
                  Homa Alemzadeh},
  title        = {On the Safety of Machine Learning: Cyber-Physical Systems, Decision
                  Sciences, and Data Products},
  journal      = {Big Data},
  volume       = {5},
  number       = {3},
  pages        = {246--255},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0051},
  doi          = {10.1089/BIG.2016.0051},
  timestamp    = {Thu, 13 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bigdata/VarshneyA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/Zeide17,
  author       = {Elana Zeide},
  title        = {The Structural Consequences of Big Data-Driven Education},
  journal      = {Big Data},
  volume       = {5},
  number       = {2},
  pages        = {164--172},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0061},
  doi          = {10.1089/BIG.2016.0061},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/Zeide17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bigdata/dAlessandroOL17,
  author       = {Brian d'Alessandro and
                  Cathy O'Neil and
                  Tom LaGatta},
  title        = {Conscientious Classification: {A} Data Scientist's Guide to Discrimination-Aware
                  Classification},
  journal      = {Big Data},
  volume       = {5},
  number       = {2},
  pages        = {120--134},
  year         = {2017},
  url          = {https://doi.org/10.1089/big.2016.0048},
  doi          = {10.1089/BIG.2016.0048},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/dAlessandroOL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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