Extraction of ontology and semantic web information from online business reports

CAINES, Content Analysis and INformation Extraction System, employs an information extraction (IE) methodology to extract unstructured text from the Web. It can create an ontology and a Semantic Web. This research is different from traditional IE systems in that CAINES examines the syntactic and semantic relationships within unstructured text of online business reports. Using CAINES provides more relevant results than manual searching or standard keyword searching. Over most extraction systems, CAINES extensively uses information extraction from natural language, Key Words in Context (KWIC), and semantic analysis. A total of 21 online business reports, averaging about 100 pages long, were used in this study. Based on financial expert opinions, extraction rules were created to extract information, an ontology, and a Semantic Web of data from financial reports. Using CAINES, one can extract information about global and domestic market conditions, market condition impacts, and information about the business outlook. A Semantic Web was created from Merrill Lynch reports, 107,533 rows of data, and displays information regarding mergers, acquisitions, and business segment news between 2007 and 2009. User testing of CAINES resulted in recall of 85.91%, precision of 87.16%, and an F-measure of 86.46%. Speed with CAINES was also greater than manually extracting information. Users agree that CAINES quickly and easily extracts unstructured information from financial reports on the EDGAR database

Popular gambling and English culture, c.1845 to 1961

The years 1853 to 1960 constituted a period of prohibition for off-course cash betting on horses. Despite this, and in the face of a vocal anti-gambling lobby, the working-class flutter flourished as the basis of a commercialised betting market. Over this period, gambling changed from the informal wagering between friends and associates which characterised pre-industrial society, to the commercialised forms, supplied by bookmakers and leisure entrepreneurs, in which, ostensibly, the punters were mere passive consumers. By 1939, the three most popular forms of gambling were off-course betting on horses, the football pools, and betting at greyhound tracks. Beyond this was a hinterland of friendly but competitive petty gaming with coins and cards, and on local sports, which remained relatively untouched by commercialisation. A study of popular gambling tells us much about the relationship of the state to working-class recreation, and about the nature of working-class recreation itself. The unifying theme of this thesis is that the predominant forms of betting which had developed by 1960 were a testament to the moderation and self-determination of working-class leisure. Betting had become central to a shared national culture which defined itself only apolitically in class terms, and more in terms of `sportsman' or punter versus `faddist'. Those who berated gambling were un-English. The law was ignored by those who enjoyed, as they saw it, a harmless flutter. The state eventually came round to this viewpoint

An Analysis of Race and Ethnicity Patterns in Boston Police Department Field Interrogation, Observation, Frisk, and/or Search Reports

The report, authored by researchers from Columbia, Rutgers and the University of Massachusetts, analyzed 200,000+ encounters between BPD officers and civilians from 2007–2010. It is intended to provide a factual basis to assess the implementation of proactive policing in Boston and how it affects Boston's diverse neighborhoods. It found racial disparities in the Boston Police Department's stop-and-frisks that could not be explained by crime or other non-race factors. Blacks during that period were the subjects of 63.3% of police-civilian encounters, although less than a quarter of the city's population is Black.

Winona Daily News

https://openriver.winona.edu/winonadailynews/1321/thumbnail.jp

Winona Daily News

https://openriver.winona.edu/winonadailynews/1338/thumbnail.jp

The Spotlight, 2004 March 23

The Atlanta University Center Robert W. Woodruff Library acknowledges the generous support of the Council on Library and Information Resources (CLIR) in supporting the processing and digitization of a number of historic collections as part of the project: Our Story: Digitizing Publications and Photographs of the Historically Black Atlanta University Center Institutions.</em