1HallamThe Social Media Manifesto
1ChenThe Entity-relationship Model: A Basis for the Enterprise View of Data
1ChenThe Entity-Relationship Model—Toward a Unified View of Data
2ChenThe entity-relationship model—toward a unified view of data
2Chamberlin and BoyceSEQUEL: A structured English query language
2Arenas and LibkinAn information-theoretic approach to normal forms for relational and XML data
1Peckham and MaryanskiSemantic Data Models
Collect resources on narrative too -- the idea that conversation requires a "wo
2WaldBasic ideas of a general theory of statistical decision rules
2MichieLearning concepts from data
2Klein et al.Exploratory Thematic Analysis for Digitized Archival Collections
2Vulić et al.Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications
3Schofield and MimnoComparing Apples to Apple: The Effects of Stemmers on Topic Models
1SchmidtWords Alone: Dismantling Topic Models in the Humanities
1BleiTopic Modeling and Digital Humanities
2Ramage et al.Topic Modeling for the Social Sciences
1RhodyTopic Modeling and Figurative Language
2Boyd-graber and BleiSyntactic Topic Models
2Chang et al.Reading Tea Leaves: How Humans Interpret Topic Models
3Blei et al.Latent Dirichlet Allocation
1Griffiths and SteyversA probabilistic approach to semantic representation
2Steyvers and TenenbaumThe Large-Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth
2Steyvers and GriffithsProbabilistic topic models
3Ginsparg et al.Mapping subsets of scholarly information
1Yang et al.Topic Modeling on Historical Newspapers
1MeeksTopic Networks in Proust
1JockersWho's your DH Blog Mate: Match-Making the Day of DH Bloggers with Topic Modeling
3Evans and FosterMetaknowledge
3Griffiths and SteyversFinding scientific topics
2Blei and LaffertyDynamic topic models
1Mining the Dispatch
1Newman and BlockProbabilistic Topic Decomposition of an Eighteenth-Century American Newspaper
1TempletonTopic Modeling in the Humanities: An Overview
1BlevinsTopic Modeling Martha Ballard’s Diary
1About the Woodchipper: Byron and Austen
1TOME: Interactive TOpic Model and MEtadata Visualization
1Quickstart Guide
1Enderletopic-modeling-tool: A point-and-click tool for creating and analyzing topic models produced by MALLET
1MorrisThe Origin of Lungs, a Chapter in Evolution
1My E-Tickets
2PaulsonPeasant Struggles and International Solidarity: The Case of Chiapas
2Weiss and IndurkhyaPredictive data mining: a practical guide
0Bourgoin and SmithBig Data–Better Returns, Leveraging Your Hidden Data Assets to Improve ROI
1DonthaThe Origins of Big Data
1Who actually coined the term Big Data
1MasheyBig Data ... and the Next Wave of InfraStress
1BanerjeeWho coined the term Big Data?
1Predictive Data Mining - 1st Edition
2DoctorowBig data: Welcome to the petacentre
2NelsonBig data: The Harvard computers
1Fan and BifetMining Big Data: Current Status, and Forecast to the Future
0DieboldBig Data Dynamic Factor Models for Macroeconomic Measurement and Forecasting
2Diebold’Big Data’Dynamic factor models for macroeconomic measurement and forecasting
2DieboldOn the Origin(s) and Development of the Term 'Big Data'
1CongressAdvances in Economics and Econometrics: Theory and Applications, Eighth World Congress
2LynchBig data: How do your data grow?
2Frankel and ReidBig data: Distilling meaning from data
1LohrThe Origins of 'Big Data': An Etymological Detective Story
1Big data
1Yoshimi and KittlerTowards an Ontology of Media
1CrawfordThe Hidden Biases in Big Data
2boyd and CrawfordCritical Questions for Big Data
1BoellstorffMaking big data, in theory
1Randal Bryant, Randy H. Katz and Edward D. Lazowska, “Big-Data Computing: Creating Revolutionary Breakthroughs in Commerce, Science and Society,” December 2008, pp. 1-15, at - Google Search
1Bollier and FirestoneThe Promise and Peril of Big Data
3Manyika et al.Big Data: The Next Frontier for Innovation, Competition, and Productivity
1Laney3D data management: Controlling data volume, velocity and variety
1PinkerThe Blank Slate: The Modern Denial of Human Nature
1O'ReillyWhat Is Web 2.0
2NorvigColorless green ideas learn furiously: Chomsky and the two cultures of statistical learning
1Bryson et al.Visually Exploring Gigabyte Data Sets in Real Time
1PressA Very Short History Of Big Data
1van RijmenamA Short History Of Big Data
1Find @ U.Va. - Discover online articles and journals - University of Virginia Library
1HarmanPrinciples of the statistical theory of communication.
1EganMessage Repetition, Operating Characteristics, and Confusion Matrices in Speech Communication
2Hanley and McNeilThe meaning and use of the area under a receiver operating characteristic (ROC) curve.
0HumphreysWhy Propensities Cannot be Probabilities
1Delahaye and GauvritCulturomics: Le numérique et la culture
1MorettiDistant Reading
1MorettiGraphs, Maps, Trees: Abstract Models for a Literary History
1JockersMacroanalysis: Digital Methods and Literary History
1Rockwell and SinclairHermeneutica: Computer-Assisted Interpretation in the Humanities
0RamsayReading machines: toward an algorithmic criticism
19780262034357.jpg (1500×2219)
2LombardiMining the Cloud of Witness: Inferring the Prestige of Saints from Medieval Paintings
2SmithWhat Was “Close Reading”? A Century of Method in Literary Studies
1BoyerDigital Expertise in Online Journalism (and Anthropology)
1TufekciTwitter and Tear Gas: The Power and Fragility of Networked Protest
3FisherTheory of Statistical Estimation
1On the Decrease in Entropy in a Thermodynamic System by the Intervention of Intelligent Beings - Hmolpedia
1Helmer-HirschbergOn the epistemology of the inexact sciences
2SalmondTransforming translations (part 2): Addressing ontological alterity
2SalmondTransforming translations (part I): "The owner of these bones"
1WeinbergerOur Machines Now Have Knowledge We’ll Never Understand
1KaplanA Map for Big Data Research in Digital Humanities
1KitchinBig Data, new epistemologies and paradigm shifts
1Furbee et al.The emergence of color cognition from color perception
2Miliani et al.Colouring materials of pre-Columbian codices: non-invasive in situ spectroscopic analysis of the Codex Cospi

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