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Explorations in Automatic Thesaurus Discovery presents an automated method for creating a first-draft thesaurus from raw text. It describes natural processing steps of tokenization, surface syntactic analysis, and syntactic attribute extraction. From these attributes, word and term similarity is calculated and a thesaurus is created showing important common terms and their relation to each other, common verb--noun pairings, common expressions, and word family members. The techniques are tested on twenty different corpora ranging from baseball newsgroups, assassination archives, medical X-ray reports, abstracts on AIDS, to encyclopedia articles on animals, even on the text of the book itself. The corpora range from 40,000 to 6 million characters of text, and results are presented for each in the Appendix. The methods described in the book have undergone extensive evaluation. Their time and space complexity are shown to be modest. The results are shown to converge to a stable state as the corpus grows. The similarities calculated are compared to those produced by psychological testing. A method of evaluation using Artificial Synonyms is tested. Gold Standards evaluation show that techniques significantly outperform non-linguistic-based techniques for the most important words in corpora. Explorations in Automatic Thesaurus Discovery includes applications to the fields of information retrieval using established testbeds, existing thesaural enrichment, semantic analysis. Also included are applications showing how to create, implement, and test a first-draft thesaurus.
This lively, handsomely illustrated, first-of-its-kind book celebrates the food of the American South in all its glorious variety—yesterday, today, at home, on the road, in history. It brings us the story of Southern cooking; a guide for more than 200 restaurants in eleven Southern states; a compilation of more than 150 time-honored Southern foods; a wonderfully useful annotated bibliography of more than 250 Southern cookbooks; and a collection of more than 200 opinionated, funny, nostalgic, or mouth-watering short selections (from George Washington Carver on sweet potatoes to Flannery O’Connor on collard greens). Here, in sum, is the flavor and feel of what it has meant for Southerners, over the generations, to gather at the table—in a book that’s for reading, for cooking, for eating (in or out), for referring to, for browsing in, and, above all, for enjoying.
Use of Spectrum Bands above 24 GHz for Mobile Radio Services (US Federal Communications Commission Regulation) (FCC) (2018 Edition) The Law Library presents the complete text of the Use of Spectrum Bands above 24 GHz for Mobile Radio Services (US Federal Communications Commission Regulation) (FCC) (2018 Edition). Updated as of May 29, 2018 In this document, the Federal Communications Commission (Commission or FCC) adopts rules for specific millimeter wave (mmW) bands above 24 GHz. This action is undertaken to establish a regulatory framework for the use of these bands for the development of the next generational evolution of wireless technology. Once effective, these rules will promote the development of highly beneficial technologies, in particular the so-called 5G technology. This book contains: - The complete text of the Use of Spectrum Bands above 24 GHz for Mobile Radio Services (US Federal Communications Commission Regulation) (FCC) (2018 Edition) - A table of contents with the page number of each section
In the past decade, no individual act of violence has killed more people in the United States than the mass shooting. This well-researched, forcefully argued book answers some of the most pressing questions facing our society: Why do people go on killing sprees? Are gun-free zones magnets for deadly rampages? What can we do to curb the carnage of this disturbing form of firearm violence? Contrary to conventional wisdom, the author shows that gun possession often prods aggrieved, mentally unstable individuals to go on shooting sprees; these attacks largely occur in places where guns are not prohibited by law; and sensible gun-control measures like the federal Assault Weapons Ban—which helped drastically reduce rampage violence when it was in effect—are instrumental to keeping Americans safe from mass shootings in the future. To stem gun massacres, the author proposes several original policy prescriptions, ranging from the enactment of sensible firearm safety reforms to an overhaul of how the justice system investigates potential active-shooter threats and prosecutes violent crimes. Calling attention to the growing problem of mass shootings, Rampage Nation demonstrates that this unique form of gun violence is more than just a criminal justice offense or public health scourge. It is a threat to American security.