The Patent Conference @ KU Law

Today, I am traveling to Kansas for The Patent Conference (aka Pat Con). Tomorrow, I will be presenting our methods paper Distance Measure for Dynamic Citation Networks (published in the Statistical Mechanics Journal – Physica A in October 2010). While the specific applied example in paper is focused on case-to-case legal citations, the formalization and method we present therein has general form applicability to all dynamic direct acyclic graphs (including the patent citation network).  Thus, we are interested in discussing how to leverage our approach to better understand the path of innovation that is revealed in datasets such as the NBER patent dataset.

JLE Law Prof Article

Welcome to the Online Supplement for Reproduction of Hierarchy? A Social Network Analysis of the American Law Professoriate, 61 Journal of Legal Education 1 (2011) by Daniel Martin Katz, Joshua R. Gubler, Jon Zelner, Michael Bommarito, Eric Provins, and Eitan Ingall. On this page, you will be able to access presentation slides, review high quality color versions of the images presented in the paper and run the computational simulation in your browser. Best, Dan, Josh, Jon, Michael, Eric, and Eitan (1) Primary Network Visualization from the Paper — Fully Zoomable (via Zoom.it) (2) The Other Visualizations from the Paper (3) Presentation Slides from Friday Faculty Lunch @ University of Texas Law School – Click to Access! (4) Run the Computational Simulation in your Browser (Full Documentation Included) – Click to Access! (5) Poster from the 3rd Annual Conference on Empirical Legal Studies ( USC Law School – 2009) – Click to Access!   (6) Media/Blog Coverage of the Paper Legal Theory Blog (January 1, 2010) [Download of the Year] Concurring Opinions (December 2, 2009) Law Quadrangle Notes (Fall 2009 Issue) US News and World Report (Morse Code Blog) (March 26, 2009) Empirical Legal Studies Blog (March 25, 2009) The Monkey …

The Development of Structure in the Citation Network of the United States Supreme Court — Now in HD! [Repost]

What are some of the key takeaway points? (1) The Supreme Court’s increasing reliance upon its own decisions over the 1800-1830 window. (2) The important role of maritime/admiralty law in the early years of the Supreme Court’s citation network. At least with respect to the Supreme Court’s citation network, these maritime decisions are the root of the Supreme Court’s jurisprudence. (3) The increasing centrality of decisions such as Marbury v. Madison, Martin v. Hunter’s Lessee to the overall network. The Development of Structure in the SCOTUS Citation Network The visualization offered above is the largest weakly connected component of the citation network of the United States Supreme Court (1800-1829). Each time slice visualizes the aggregate network as of the year in question. In our paper entitled Distance Measures for Dynamic Citation Networks, we offer some thoughts on the early SCOTUS citation network. In reviewing the visual above note ….“[T]he Court’s early citation practices indicate a general absence of references to its own prior decisions. While the court did invoke well-established legal concepts, those concepts were often originally developed in alternative domains or jurisdictions. At some level, the lack of self-reference and corresponding reliance upon external sources is not terribly surprising. …

Measuring the Complexity of the Law : The United States Code [Repost]

Understanding the sources of complexity in legal systems is a matter long considered by legal commentators. In tackling the question, scholars have applied various approaches including descriptive, theoretical and, in some cases, empirical analysis. The list is long but would certainly include work such as Long & Swingen (1987), Schuck (1992), White (1992), Kaplow (1995), Epstein (1997), Kades (1997), Wright (2000), Holz (2007) and Bourcier & Mazzega (2007). Notwithstanding the significant contributions made by these and other scholars, we argue that an extensive empirical inquiry into the complexity of the law still remains to be undertaken. While certainly just a slice of the broader legal universe, the United States Code represents a substantively important body of law familiar to both legal scholars and laypersons. In published form, the Code spans many volumes. Those volumes feature hundreds of thousands of provisions and tens of millions of words. The United States Code is obviously complicated, however, measuring its size and complexity has proven be non-trivial. In our paper entitled, A Mathematical Approach to the Study of the United States Code we hope to contribute to the effort by formalizing the United States Code as a mathematical object with ahierarchical structure, a citation network and an associated text function that projects language …

Recorded Future – A Temporal Analytics Engine

The Recorded Future Temporal Analytics Engine relies upon three steps to serve up information: 1. Scour the web: We continually scan thousands of news publications, blogs, niche sources, trade publications, government web sites, financial databases and more. 2. Extract, rank and organize: We extract information from text including entities, events, and the time that these events occur. We also measure momentum for each item in our index, as well as sentiment. 3. Make it accessible and useful: You can explore the past, present and predicted future of almost anything. Powerful visualization tools allow you to quickly see temporal patterns, or link networks of related information.

Measuring the Complexity of the Law : The United States Code

Understanding the sources of complexity in legal systems is a matter long considered by legal commentators. In tackling the question, scholars have applied various approaches including descriptive, theoretical and, in some cases, empirical analysis. The list is long but would certainly include work such as Long & Swingen (1987), Schuck (1992), White (1992), Kaplow (1995), Epstein (1997), Kades (1997), Wright (2000) and Holz (2007). Notwithstanding the significant contributions made by these and other scholars, we argue that an extensive empirical inquiry into the complexity of the law still remains to be undertaken. While certainly just a slice of the broader legal universe, the United States Code represents a substantively important body of law familiar to both legal scholars and laypersons. In published form, the Code spans many volumes. Those volumes feature hundreds of thousands of provisions and tens of millions of words. The United States Code is obviously complicated, however, measuring its size and complexity has proven be non-trivial. In our paper entitled, A Mathematical Approach to the Study of the United States Code we hope to contribute to the effort by formalizing the United States Code as a mathematical object with a hierarchical structure, a citation network and an associated text function …

The Evolution of FCC Lobbying Coalitions [Pierre de Vries]

Social graphs of FCC lobbying The Journal of Social Structure is currently running an online visualization symposium that I would suggest checking out.  Among the broader set of offerings, the readers of this blog might be particularly interested in Pierre de Vries‘ work on the evolution of lobbying coalitions. Anyway, for those who want to learn more about the FCC lobbying project — check out the slide show above!

John Underkoffler Points to the Future of UI [ Ted 2010 ]

“When Tom Cruise put on his data glove and started whooshing through video clips of future crimes, how many of us felt the stirrings of geek lust? This iconic scene in Minority Report marked a change in popular thinking about interfaces — showing how sexy it could be to use natural gestures, without keyboard, mouse or command line.   John Underkoffler led the team that came up with this interface, called the g-speak Spatial Operating Environment. His company, Oblong Industries, was founded to move g-speak into the real world. Oblong is building apps for aerospace, bioinformatics, video editing and more. But the big vision is ubiquity: g-speak on every laptop, every desktop, every microwave oven, TV, dashboard. ‘It has to be like this,” he says. “We all of us every day feel that. We build starting there. We want to change it all.’ Before founding Oblong, Underkoffler spent 15 years at MIT’s Media Laboratory, working in holography, animation and visualization techniques, and building the I/O Bulb and Luminous Room Systems.”

Visualizing Temporal Patterns in the United States Supreme Court’s Network of Citations

The above image is a visualization of temporal citation patterns in the history of the United States Supreme Court.  Each case is placed horizontally across the image in chronological order.  We then draw citations between cases as curved arcs.  We use three distinct arc colors to show qualitative differences between these citations: RED arcs correspond to citations within a natural court (e.g., the Rehnquist court citing the Rehnquist court). GREEN arcs correspond to citations from one natural court to the previous natural court (e.g., the Rehnquist court citing the Burger court). BLUE arcs correspond to citations from one natural court to a natural court prior to the previous natural court (e.g., the the Rehnquist court citing the Marshall court). Note that yellow is produced when red and green overlap. Though there are many ways to interpret this data, we wanted to provide three simple conclusions to draw: The number of cases decided within each natural court varies dramatically.  For instance, the Rehnquist court decided fewer cases than the Fuller court. Most citations are to recent cases, not cases in the distant past. The Burger and Rehnquist courts rely heavily on cases from the Hughes, Stone, and Vinson courts

Data on the Legal Blogosphere [Via the Library of Congress]

From the LOC Website … “The Law Library of Congress began harvesting legal blawgs in 2007. The collection has grown to more than one hundred items covering a broad cross section of legal topics. Blawgs can also be retrieved by keywords or browsed by subject, name, or title.” To access our visualization of the legal blogosphere (pictured above) … please click here.

Visualizing a Subset of the Tax Code – Capital Gains & Losses at Full Depth [Repost]

In our original post on Title 26, we displayed every subtitle of Title 26, A through K, down to the section level.  We did not, however, display the elements of the code below the section level.  For example, our prior visualization stops at §501 and does not distinguish between §501(c)(3) and §501(c)(2). This is a function of the size of Title 26, as the full labeled image is too large to render and distribute over the Internet. However, working with only a subset of Title 26 of the United States Code, we can provide a full depth zoomable visualization. We’ve chosen to highlight – Subtitle A, Chapter 1, Subchapter P: Capital Gains and Losses as this section well represents the structural complexity of the code. Despite only displaying a single subchapter without any Treasury Regs or SEC guidance, there are over 1,711 citable elements in this visual. If you look closely you can see the labels for each and every piece of this subchapter, including §1221(b)(2)(A)(ii), which defines “hedging transactions” (e.g., swaps) for the purpose of the tax code: “to manage risk of interest rate or price changes or currency fluctuations with respect to borrowings made or to be made, or ordinary …