... pattern-based mining scheme support this new mining scheme. Our mining experiment shows that, using the new webmining scheme, theweb mining throughput is increased by 32%; (ii) The quality of the ... English-Chinese parallel data from the web. Themining procedure is initiated by acquiring Chinese website list. We have downloaded about 300,000 URLs of Chinese websites fromtheweb directories ... verification. Based on these mining results, the quality of the mined data, themining coverage and mining efficiency are measured. First, we benchmarked the precision of the mined parallel...
... suffixes with top φ2 In our modified version of the competitive link-ing algorithm, the link score of a pair of words is the sum of the φ2 scores of the words themselves, their prefixes and their ... BLEU score based on the test data in the 2006 NIST MT Evaluation Workshop. 6 Related Work Nagata et al. (2001) made the first proposal to mine translations fromthe web. Their work was concentrated ... pairs, where the translation of the in-parenthesis terms is a suffix of the pre-parenthesis text. The lengths and frequency counts of the suffixes have been used to determine what is the translation...
... 2005) also uses hyponym patterns toextract class instances fromtheweb and then evalu-ates them further by computing mutual informationscores based on web queries. The work by (Widdows and ... progresses. Initially, the seed is the onlytrusted class member and the only vertex in the graph. The bootstrapping process begins by instan-tiating the doubly-anchored pattern withthe seedclass ... to instantiate the pattern. On the first iteration, the pattern is given to Google as a web query, and new class members are extracted from the retrieved text snippets. We wanted the system to...
... through the use of the other Office Web components. Function of theData Source Control The Data Source control is the reporting engine behind data access pages, PivotTable List controls, and data- bound ... list from a relational data source, the PivotTable Service is used to create a multidimensional data cube fromthe relational data bound to theData Source control. This data cube is then used ... manipulate datafrom the data source, and disconnect fromthedata source when you finish using the data. One of the major benefits of ADO is that it requires fewer calls to achieve the same...
... 19nonvoluntaryintercourse.Onesetofquestionswasintheinterviewer-administeredportionofthesurveyandthesecondwasintheself-administeredportion(AudioCASI).Intheinterviewer-administeredseries,theywereaskedwhethertheirfirstintercoursewas‘‘voluntaryornotvoluntary.’’Forabout8percentofwomen15–44yearsofagewhohavehadintercourse,theirfirstintercoursewasnotvoluntary(table21).Forthosewhosefirstintercourseoccurredatage15oryounger,thatfirstintercoursewasnonvoluntaryfor16percentcompared with7 percentorlessforthosewhosefirstintercourseoccurredatage16orolder.Thepercentwhosefirstintercoursewasnonvoluntaryisnearly10percentamongwomenwhosefirstintercoursewasbefore1975comparedwithabout6percentamongwomenwhofirsthadintercourseinthe1990’s(table21).Intheself-administered(AudioCASI)portionoftheinterview,womenwereaskedarelatedbutdifferentquestion:whethertheyhadeverbeenforcedbyamantohavesexualintercourseagainsttheirwill.About20percentofwomenreportedthattheyhadbeenforcedbyamantohaveintercourseagainsttheirwillatsometimeintheirlives(table22).Thus,table21showsthatfor8percentofwomen,theirfirstintercoursewasnonvoluntary;table22showsthat20percenthadhadnonvoluntaryintercourseatsometime—notnecessarilyatfirstintercourse.Table22alsoshowsthat6percentofwomenreportedthattheywereforcedtohaveintercoursebeforetheywere15andanother6percentbeforetheywere18.Afairlyhighpercentofformerlymarried(divorcedorseparated)women—about35percent—reportedthattheyhadbeenforcedtohaveintercourse.Thisfindingdeservesfurtherstudy.FirstSexualPartnerTherehasbeenmuchpublicdiscussionaboutthepartnersofsexuallyactiveteenagers.Table23profilestheageofmalepartnersatwomen’sfirstvoluntaryintercourse.Abouttwo-thirds(66percent)ofwomenwhohadtheirfirstvoluntaryintercoursebeforetheywere16hadfirstpartnerswhowereunder18yearsofage;21percenthadfirstpartners18–19yearsofage;7percenthadfirstpartners20–22yearsofage,2percenthadfirstpartners23–24yearsofage,and4percenthadfirstpartners25yearsofageorolder(table23).Only3percentofwomenhadtheirfirstintercoursewithamantheyjustmet.About3outof5women(61percent)were‘‘goingsteady’’or‘‘goingtogether’’withthemantheyhadintercoursewiththefirsttime,andabout1in5wereengagedormarriedtohim.About12percentofallwomenweremarriedwhentheyhadtheirfirstintercourse.Amongwomen40–44yearsofage(bornin1951–55),23percentweremarriedtotheirpartneratfirstintercoursewhileabout2percentofwomen15–19yearsofage(born1971–75)weremarriedtotheirfirstpartner.Womenwholivedwithbothoftheirparentsthroughouttheirchildhoodweremorelikelythanotherwomentohavebeenmarriedtotheirpartneratfirstintercourse(table24).FirstIntercourseRelativetoFirstMarriageAmongever-marriedwomen15–44yearsofage,82percenthadfirstintercoursebeforetheyweremarried.About69percentofthosefirstmarriedin1965–74hadtheirfirstintercoursebeforemarriagecomparedwith89percentofthosefirstmarriedinthe1990’s.Only2percentofthosefirstmarriedin1965–74hadtheirfirstintercourse5yearsormorebeforemarriagecomparedwith56percentofthosefirstmarriedinthe1990’s(table25).NumberofSexualPartnersAsmentionedpreviously,somequestionsonabortion,sexualpartners,andforcedsexualintercoursewereaskedinboththeinterviewer-administeredandtheself-administered(AudioCASI)portionsoftheinterview.Responsestosensitivequestionsappeartohavebeenaffectedbythecomputerself-administeredmodeofinterviewing.Tables26–31showdataonthenumberofsexualpartnersinthelast1year,5years,andlifetime,usingboththeinterviewer-administeredandself-administeredmethods.Presentingdatabasedonbothmodesofinterviewingallowstheexaminationofdifferencesinreportingduetothemodeofinterviewing(table26versus27,table28versus29,andtable30versus31);andtheselectionoffindingsmostappropriateforcomparisontoothersurveys.About3percentofunmarriedwomentoldtheinterviewerthattheyhadhadfourormoremalesexualpartnersinthelast12months(table26),comparedwith9percentreportingfourormorepartnersinAudioCASI(table27).AsimilardisparitywasfoundwhencomparingtheinterviewerresultswithAudioCASIresultsforthenumberofpartnerssinceJanuary1991(alittlelessthan5years,onaverage).Amongunmarriedwomen,14percenttoldtheinterviewertheyhadfourormoremalesexualpartnerssinceJanuary1991(table28)while18percentreportedinAudioCASIthattheyhadhadfourormorepartnersinthattime(table29).Thistopicdeservesmoredetailedstudy,butitappearsthatusingthemoreprivateinterviewtechniquegaveahigherandpresumablymorecompleteestimateofthenumberofpartnersamongunmarriedwomen(8,11).MarriageandCohabitationTables32–37show1995dataonformalmarriageandunmarriedcohabitation.About38percentofwomen15–44yearsofagehadneverbeenmarriedwheninterviewedin1995(table32).Thepercentnevermarriedwashigherineveryagegroupin1995thanitwasin1982(24).Abouthalfofwomen25–39yearsofagehavehadanunmarriedcohabitationwithamanatsometimeintheirlives;10to11percentofwomenintheirtwentiesarecurrentlycohabitingwithaman(table33).About30percentofwomen25–39yearsofagelivedwithaman(cohabited)beforetheirfirstmarriage(table34).Overone-half(57percent)ofSeries23,No.19[Page5Table ... 19nonvoluntaryintercourse.Onesetofquestionswasintheinterviewer-administeredportionofthesurveyandthesecondwasintheself-administeredportion(AudioCASI).Intheinterviewer-administeredseries,theywereaskedwhethertheirfirstintercoursewas‘‘voluntaryornotvoluntary.’’Forabout8percentofwomen15–44yearsofagewhohavehadintercourse,theirfirstintercoursewasnotvoluntary(table21).Forthosewhosefirstintercourseoccurredatage15oryounger,thatfirstintercoursewasnonvoluntaryfor16percentcompared with7 percentorlessforthosewhosefirstintercourseoccurredatage16orolder.Thepercentwhosefirstintercoursewasnonvoluntaryisnearly10percentamongwomenwhosefirstintercoursewasbefore1975comparedwithabout6percentamongwomenwhofirsthadintercourseinthe1990’s(table21).Intheself-administered(AudioCASI)portionoftheinterview,womenwereaskedarelatedbutdifferentquestion:whethertheyhadeverbeenforcedbyamantohavesexualintercourseagainsttheirwill.About20percentofwomenreportedthattheyhadbeenforcedbyamantohaveintercourseagainsttheirwillatsometimeintheirlives(table22).Thus,table21showsthatfor8percentofwomen,theirfirstintercoursewasnonvoluntary;table22showsthat20percenthadhadnonvoluntaryintercourseatsometime—notnecessarilyatfirstintercourse.Table22alsoshowsthat6percentofwomenreportedthattheywereforcedtohaveintercoursebeforetheywere15andanother6percentbeforetheywere18.Afairlyhighpercentofformerlymarried(divorcedorseparated)women—about35percent—reportedthattheyhadbeenforcedtohaveintercourse.Thisfindingdeservesfurtherstudy.FirstSexualPartnerTherehasbeenmuchpublicdiscussionaboutthepartnersofsexuallyactiveteenagers.Table23profilestheageofmalepartnersatwomen’sfirstvoluntaryintercourse.Abouttwo-thirds(66percent)ofwomenwhohadtheirfirstvoluntaryintercoursebeforetheywere16hadfirstpartnerswhowereunder18yearsofage;21percenthadfirstpartners18–19yearsofage;7percenthadfirstpartners20–22yearsofage,2percenthadfirstpartners23–24yearsofage,and4percenthadfirstpartners25yearsofageorolder(table23).Only3percentofwomenhadtheirfirstintercoursewithamantheyjustmet.About3outof5women(61percent)were‘‘goingsteady’’or‘‘goingtogether’’withthemantheyhadintercoursewiththefirsttime,andabout1in5wereengagedormarriedtohim.About12percentofallwomenweremarriedwhentheyhadtheirfirstintercourse.Amongwomen40–44yearsofage(bornin1951–55),23percentweremarriedtotheirpartneratfirstintercoursewhileabout2percentofwomen15–19yearsofage(born1971–75)weremarriedtotheirfirstpartner.Womenwholivedwithbothoftheirparentsthroughouttheirchildhoodweremorelikelythanotherwomentohavebeenmarriedtotheirpartneratfirstintercourse(table24).FirstIntercourseRelativetoFirstMarriageAmongever-marriedwomen15–44yearsofage,82percenthadfirstintercoursebeforetheyweremarried.About69percentofthosefirstmarriedin1965–74hadtheirfirstintercoursebeforemarriagecomparedwith89percentofthosefirstmarriedinthe1990’s.Only2percentofthosefirstmarriedin1965–74hadtheirfirstintercourse5yearsormorebeforemarriagecomparedwith56percentofthosefirstmarriedinthe1990’s(table25).NumberofSexualPartnersAsmentionedpreviously,somequestionsonabortion,sexualpartners,andforcedsexualintercoursewereaskedinboththeinterviewer-administeredandtheself-administered(AudioCASI)portionsoftheinterview.Responsestosensitivequestionsappeartohavebeenaffectedbythecomputerself-administeredmodeofinterviewing.Tables26–31showdataonthenumberofsexualpartnersinthelast1year,5years,andlifetime,usingboththeinterviewer-administeredandself-administeredmethods.Presentingdatabasedonbothmodesofinterviewingallowstheexaminationofdifferencesinreportingduetothemodeofinterviewing(table26versus27,table28versus29,andtable30versus31);andtheselectionoffindingsmostappropriateforcomparisontoothersurveys.About3percentofunmarriedwomentoldtheinterviewerthattheyhadhadfourormoremalesexualpartnersinthelast12months(table26),comparedwith9percentreportingfourormorepartnersinAudioCASI(table27).AsimilardisparitywasfoundwhencomparingtheinterviewerresultswithAudioCASIresultsforthenumberofpartnerssinceJanuary1991(alittlelessthan5years,onaverage).Amongunmarriedwomen,14percenttoldtheinterviewertheyhadfourormoremalesexualpartnerssinceJanuary1991(table28)while18percentreportedinAudioCASIthattheyhadhadfourormorepartnersinthattime(table29).Thistopicdeservesmoredetailedstudy,butitappearsthatusingthemoreprivateinterviewtechniquegaveahigherandpresumablymorecompleteestimateofthenumberofpartnersamongunmarriedwomen(8,11).MarriageandCohabitationTables32–37show1995dataonformalmarriageandunmarriedcohabitation.About38percentofwomen15–44yearsofagehadneverbeenmarriedwheninterviewedin1995(table32).Thepercentnevermarriedwashigherineveryagegroupin1995thanitwasin1982(24).Abouthalfofwomen25–39yearsofagehavehadanunmarriedcohabitationwithamanatsometimeintheirlives;10to11percentofwomenintheirtwentiesarecurrentlycohabitingwithaman(table33).About30percentofwomen25–39yearsofagelivedwithaman(cohabited)beforetheirfirstmarriage(table34).Overone-half(57percent)ofSeries23,No.19[Page5Table ... HumanServices. These organizations, along with leading researchers from outside the government, helped to design the survey. Further details on the planningand operation of the survey are given...
... of the Data The data in this report come primarily fromthe most recent cycle of the NSFG conducted in 2002, and, as a result, they have several strengths: + Comparability over time Thedata ... particularly the female survey, has been to collect data on factors affecting pregnancy and reproductive health in the United States. The NSFG supplements and complements thedatafromthe National ... disagreement about the intendedness (at time of conception) of recent births, withthe father’s attitudes based on the mother’s reports of his attitude. A forthcoming report will describe fathers’ attitudes...
... 1.695m]’). We then extract new pat-terns fromthe retrieved search engine snippets andre-query theWebwiththe new patterns to obtainmore attribute values.We provided the framework with unit ... stage.If there are several values withthe same frequencywe select the median of these values.Approximating the attribute value. In the casewhen we do not have any values remaining after the bounds ... indeedmost (≥ 50%) of the retrieved values fit the re-trieved bounds. If the lower and/or upper bound1311contradicts more than half of the data, we reject the bound. Otherwise we remove all...
... query is a term, its hitis the number of pages that contain the term on the Web. We use the following notation.H(x)= the number of pages that contain the term x” The number H (x) can be used ... in the compiled corpus.R: the target term did not exist on the collected web pages.Only 43 terms (20%) out of 210 terms were col-lected by the system. This low recall primarilycomes fromthe ... explanation of the term.4. There are several technical terms that are re-lated to the term.We have implemented the checking program of the first two conditions in the system: the thirdconditioncan...
... increases from 41,581 to 189,244. We then ran the new language ID algorithm on the IGTs, and Table1 shows the language distribution of the IGTs in ODINaccording to the output of the algorithm. ... return resultsin the form of language profiles. Although languageprofiles are by no means complete—they are subjectto the availability of data to fill in the answers within the profiles—they provide ... embraced theWeb as a means for dissemi-nating linguistic knowledge, the consequence is that alarge quantity of analyzed language data can be foundon the Web. In many cases, thedata is richly...
... appropriatequeries to theweb search engine and choosing the article leading to the highest number of results. The corresponding patterns are then matched in the 50snippets returned by the search engine ... (not calculated over the Web) as well as the conditional probability cal-culated over theWeb (Web- P) delivered the best re-sults, while the PMI-based ranking measure yielded the worst results. ... relies on the counts of each qualiaelement as produced by the lexico-syntactic patterns (P-measure). We describe these measures in the fol-lowing.4.1 Web- based Jaccard Measure (Web- Jac)Our web- based...
... relations fromthe web. Wecompare our approach with hypernym ex-traction from morphological clues and from large text corpora. We show that the abun-dance of available data on theweb enablesobtaining ... interested in em-ploying theweb for the extraction of hypernym re-lations. We are especially curious about whether the size of theweb allows to achieve meaningful results with basic extraction ... the two web ex-periments and a combination of the best web ap-proach withthe morphological approach. The con-junctive web pattern N en N rates best, because of itshigh frequency. The recall...