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A Taxonomy of Machine Intelligence (via TechCrunch)

Author Daniel Martin KatzPosted on November 27, 2015Tags artificial intelligence, artificial intelligence and law, big data, data mining, legal tech, legal technology, quantitative legal prediction, technology

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Authors

Presentations

Fin (Legal) Tech
Law as a Complex System
Abnormal Returns and SCOTUS Decisions
A.I. + Law - A Primer
Measure Twice, Cut Once
{Law+Tech+Design+Delivery}
Machine Learning as a Service (#MLaaS)
LexPredict: An Overview
Quantitative Legal Prediction
Experts, Crowds + Algorithms
Machine Learning + Legal Informatics
Tech, Data + Computation
5 Obs. Regarding Tech & Legal Industry
The MIT School of Law
Innovation in the Legal Industry
E-Discovery in 2015 and Beyond
Design Thinking in Law
Introducing Legal Language Explorer
Measuring the Complexity of the Law
What is Computational Legal Studies?
Network Analysis & Law Overview
Network Analysis of U.S. Legal Academy
Network Analysis of Federal Judiciary
The "Sink Method" Presentation
Community Detection in Networks

Courses and Tutorials

Legal Analytics Course
Quantitative Methods for Lawyers Course
Intro to Complex Systems Course
Network Analysis + Law Tutorial

The Campaign Trail

TR Future of Law.Edu → DC
COLPM Futures Conf → Atlanta
Law + Complexity → 2017 CCS
PLLIP Conference → Austin
FT Innovative Lawyers → London
Scottish Legal Hackers Hackathon
IE Law X → Madrid
LexPo Conference → Amsterdam
Legal Tech Lecture @ Bucerius Law
Latinamerican Law Firm Mgmt → Miami
IL State Bar Assoc Allerton Conference
2017 Future Law @ Stanford CodeX
AI+ Law @ UToronto Law
Arkfeld E-Discovery @ ASU Law
A.I. & Law @ Vanderbilt Law
Law & Complexity @ UMich CSCS
Legal Tech NYC 2017
A.I. + Law @ NY Bar Assoc
Legal Analytics Conf @ ASU Law
Legal Tech + Future of Law → Dublin
Economist GC Summit → London
TR Law Firm Leaders Forum → NYC
WK ELM Users Conference → Orlando
Emerging Legal Tech @ MaRS Toronto
Intl Legal Tech Assn - ILTACON 2016
Janders Dean Legal Horizon @ Sydney
Janders Dean Legal Horizon @ ChiKentLaw
Legal Marketing Tech Conf 2016 → CHI
Future Law Conference @ Stanford CodeX
Corporate Legal Operations Institute → SFO
AI + Law @ Vanderbilt Law
Bileta 2016 @ University of Hertfordshire
Fate of Legal Scholarship @ Baltimore Law
British Legal Technology Forum → London
Ethics & Law @ Univ. College London
LegalTech Asia → Hong Kong
DRI Appellate Advocacy → Scottsdale
Law & Development Week @ World Bank
E-Discovery Institute @ Georgetown Law
Law Firm COO Mtg → NYC
Futures Conf @ Coll Law Prac Mgmt
II Legal Mgmt Forum → Madrid
Annual Meeting → WY Bar Assoc
FutureLaw 2015 @ Stanford CodeX
Law Review Symposium @ Oregon Law
Arkfeld E-Discovery Conf @ ASU Law
LegalTech 2015 → New York
Faculty Lecture Series @ Kansas Law
AALS Meeting → Wash, DC
Legal Innov + Tech Meetup → Chicago
Law Firm Leaders Forum→ NYC
Law & Innovation Colloq @ BYU Law
LW Corporate Counsel Forum→ NYC
Finance, Risk & Acct. Conf. → Oxford
Law & Big Data → Santa Fe Institute
L. & Econ Growth @ Gruter Institute
Computational Law @StanfordCodeX
Innovation.Law.Edu @UColoradoLaw
Legal Informatics @ Stanford Law
SEAL 15 @ Illinois Law
Law Firm CMO Summit → Orlando
Comp, Math & Law @ SanDiego Law
Arkfeld E-Discovery Conf @ ASU Law
Legal Industry Evolution Conf→ NYC
#ReInventLaw NYC → 2014
LegalTech 2014 → New York
Jurix AI+Law Conf 2013 → Bologna
Law.Innovation @ ThomsonReuters
LunchRoundTable @ UColorado Law
Ribstein Symposium @ Illinois Law
Innovation in Law, Sci, Tech → PDX
9th Circuit Chief Judges Mtg → PDX
Law Dept Operations Summit → CHI
ICPSR Methods Program @ UMich
#ReInventLaw → London 2013
Legal Week Tech Forum → Fiuggi, IT
Artificial Intelligence & Law → Rome
Law & Society Conf. → Boston
L. & Econ Growth @ Gruter Institute
CICL Innovation Conf. → MSU Law
CodeX FutureLaw @ Stanford Law
Ark Group Legal Analytics → NYC
Faculty Lecture @ Vanderbilt Law
ABA Tech Show 2013 → Chicago
SIPLA Group @ Santa Clara Law
Faculty Lecture @ U San Diego Law
E-Discovery 2013 → Sedona Conf.
21st Century Firm @ Fordham Law
#ReInventLaw → Silicon Valley 2013
Tucker Ellis → 2013 Firm Retreat
LegalForceBookFlip → Palo Alto
Legal Tech 2013 → New York
Econ of Litigation → Geo Mason Law
Faculty Lecture Series @ Oregon Law
#ReInventLaw → Dubai 2012
L&Econ Wrkshp @ Georgetown Law
LegalFutures.co.uk → London
Faculty Lecture Series @ UIllinois Law
CELS 7 @ Stanford Law
Speakers Series @ Stanford CodeX
Legal Informatics @ Stanford Law
Legal Innovation @ United Health
LawFirmasaBusiness @ Fordham Law
S in the GC @ Amer Bar Foundation
Middle East Legal Congress → Dubai
Ribstein Tribute @ George Mason Law
SubTech 12 @ NY Law School
ILEC 5 → Banff / UCalgary Law
LawTechCamp → London
21st Cent Law @ MSU/Westmin Law
AALS MidYear Mtg @ Berkeley Law
Innovation/Comm Law @ Turku Law
SEAL 13 @ Emory Law
Distance Legal Educ @ Dayton Law
ABA Tech Show 2012 → Chicago
CSCS Seminar @ Kalamazoo College
Thrower Symposium @ Emory Law
Future of Legal Ed → LEF Symposium
Legal Tech 2012 → New York
JURIX [email protected] Universität Wien
LegalFutures.co.uk→London
Unlocking Law @ TruthontheMarket
Midwest L&E @ Indiana Law
Lawyers as Conservators @ MSU Law
Big 10 UnTENured @ Indiana Law
Empirical Tax Wrksp @ Colorado Law
ICPSR Methods Program @ Michigan
Law Tech Camp @ UToronto Law
OMnI @ Oberlin Computer Science
TyMetrix Executive Summit → NYC
Law & Society → San Francisco
Law & Human Behav @ Gruter Inst
Computational Soc Sci @ Wash Pol Sci
Law & Computation @ Houston Law
NELIC Conference @ Berkeley Law
Amer Bar Assoc Tech Show → Chicago
The Patent Con @ Kansas Law
Midwest Pol Sci Assoc → Chicago
SEAL 12 @ Loyola Los Angeles Law
Net Econ @ Kauffman Foundation
Big Data Conf @ Princeton CITP
Midwest L&E @ Colorado Law
High Throughput Humanit → Lisboa
ICPSR Methods Program @ Michigan
Harambee II @ Duke Comp Sci
SunBelt Conference → Riva Del Garda
NCSI-Shodor @ Oberlin Comp Sci
NIPS @ Duke Political Science
NetSci Conference @ MIT Media Lab
Law.Gov Workshop @ Texas Law
Lunch Lecture @ Potomac Institute
SEAL 11 @ William & Mary Law
Law.Gov Workshop @ Colorado Law
Intl Studies Assoc → New Orleans
Fri Faculty Colloquium @ Texas Law
Center for Pol Studies @ Michigan ISR
CLunch @ UPenn Linguistics
Open SCOTUS Project @ WashU Law
Empirical Legal Studies @ USC Law
Midwest L&E @ Notre Dame Law
WIN Workshop @ NYU Stern
ASNA @ ETH Zürich
Harambee @ Duke Computer Science
IWAP @ Michigan Political Science
New Inst Econ @ Berkeley Hass
NIPS @ Harvard Kennedy School
AI & Law @ UAB Barcelona
Govt. 3.0 @ Colorado Law
CSSAW Conference @ Michigan CSCS
SEAL 10 @ Vanderbilt Law
Evolution, CAS & Law @ Santa Fe Inst
Network Econ Models @ ISEG Lisboa
Empirical Leg Studies @ Cornell Law

Selected Papers

Michael Bommarito & Daniel Martin Katz, Measuring and Modeling the U.S. Regulatory Ecosystem, 168 Journal of Statistical Physics 1125 (2017) < J Stat Phys >

Daniel Martin Katz, Michael Bommarito & Josh Blackman, A General Approach for Predicting the Behavior of the Supreme Court of the United States, PLoS ONE 12(4): e0174698 (2017) < PLoS One >

J.B. Ruhl, Daniel Martin Katz & Michael Bommarito, Harnessing Legal Complexity, 355 Science 1377 (2017) < Science >

Daniel Martin Katz, Michael Bommarito, Tyler Sollinger & James Ming Chen, Law on the Market? Evaluating the Securities Market Impact Of Supreme Court Decisions < SSRN > < arXiv >

J.B. Ruhl & Daniel Martin Katz, Measuring, Monitoring, and Managing Legal Complexity, 101 Iowa Law Review 191 (2015) < SSRN >

Paul Lippe, Daniel Martin Katz & Dan Jackson, Legal by Design: A New Paradigm for Handling Complexity in Banking Regulation and Elsewhere in Law, 93 Oregon Law Review 831 (2015) < SSRN >

Daniel Martin Katz, The MIT School of Law? A Perspective on Legal Education in the 21st Century, 2014 Illinois Law Review 1431 (2014) < SSRN > < Slides >

Daniel Martin Katz & Michael Bommarito, Measuring the Complexity of the Law: The United States Code, 22 Journal of Artificial Intelligence & Law 1 (2014) < Springer > < SSRN >

Daniel Martin Katz, Quantitative Legal Prediction - or - How I Learned to Stop Worrying and Start Preparing for the Data Driven Future of the Legal Services Industry, 62 Emory Law Journal 909 (2013) < SSRN >

Daniel Martin Katz, Michael Bommarito, Juile Seaman, Adam Candeub, Eugene Agichtein, Legal N-Grams? A Simple Approach to Track the Evolution of Legal Language in Proceedings of JURIX: The 24th International Conference on Legal Knowledge and Information Systems (2011) < SSRN >

Daniel Martin Katz, Joshua Gubler, Jon Zelner, Michael Bommarito, Eric Provins & Eitan Ingall, Reproduction of Hierarchy? A Social Network Analysis of the American Law Professoriate, 61 Journal of Legal Education 76 (2011) < SSRN >

Michael Bommarito,Daniel Martin Katz, Jillian Isaacs-See, An Empirical Survey of the Written Decisions of the United States Tax Court (1990-2008), 30 Virginia Tax Review 523 (2011) < SSRN >

Ahmet Duran & Michael Bommarito, A Profitable Trading and Risk Management Strategy Despite Transaction Costs, 11 Quantitative Finance 829 (2011) < SSRN >

Michael Bommarito & Daniel Martin Katz, A Mathematical Approach to the Study of the United States Code, 389 Physica A 4195 (2010) < SSRN > < arXiv >

Ahmet Duran & Michael Bommarito, Spectral Analysis of Time-Dependent Market-Adjusted Return Correlation Matrix (2010) < SSRN >

Daniel Martin Katz & Derek Stafford, Hustle and Flow: A Social Network Analysis of the American Federal Judiciary, 71 Ohio State Law Journal 457 (2010) < SSRN >

Michael Bommarito, Intraday Correlation Patterns between the S&P 500 and Sector Indices (2010) < SSRN >

Michael Bommarito, Daniel Martin Katz, Jonathan Zelner & James Fowler, Distance Measures for Dynamic Citation Networks 389 Physica A 4201 (2010) < SSRN > < arXiv >

Michael Bommarito, Daniel Martin Katz & Jonathan Zelner, On the Stability of Community Detection Algorithms on Longitudinal Citation Data in Proceedings of the 6th Conference on Applications of Social Network Analysis (2009) < SSRN > < arXiv >

Michael Bommarito, Daniel Martin Katz & Jonathan Zelner, Law as a Seamless Web? Comparing Various Network Representations of the United States Supreme Court Corpus (1791-2005) in Proceedings of the 12th International Conference on Artificial Intelligence and Law (ICAIL 2009 - UAB Barcelona) < SSRN >

Marvin Krislov & Daniel Martin Katz, Taking State Constitutions Seriously, 17 Cornell Journal of Law & Public Policy 295 (2008) < SSRN >

Daniel Martin Katz, Derek Stafford & Eric Provins, Social Architecture, Judicial Peer Effects and the 'Evolution' of the Law: Toward a Positive Theory of Judicial Social Structure, 23 Georgia State Law Review 975 (2008) < SSRN >

Daniel Martin Katz, Institutional Rules, Strategic Behavior and the Legacy of Chief Justice William Rehnquist: Setting the Record Straight on Dickerson v. United States, 22 Journal of Law & Politics 303 (2006) < SSRN >