Extractor reads a document much like a human being retaining the contextually accurate summary information for fast online and off line document analysis indexing and cataloguing .

keywords:

catalog catalogue index indexing document analysis automatic summarization accurate context .

words q 1 (max 200)	words q 2 (max 200)	words q 3 (max 200)
document : 2.52 % keyphrases : 1.4 % web : 1.4 % Extractor : 1.26 % information : 1.12 % site : 1.12 % list : 1.12 % that : 0.98 % keyphrase : 0.84 % query : 0.84 % content : 0.84 % documents : 0.84 % context : 0.7 % Keyphrases : 0.7 % phrases : 0.7 % any : 0.7 % can : 0.7 % management : 0.7 % subject : 0.7 % their : 0.7 % key : 0.7 % summary : 0.7 % special : 0.56 % most : 0.56 % relevant : 0.56 % human : 0.56 % search : 0.56 % Metadata : 0.56 % automatic : 0.56 % popular : 0.56 % analysis : 0.56 % Information : 0.56 % Relevant : 0.56 % words : 0.56 % indexing : 0.56 % first : 0.56 % log : 0.56 % files : 0.42 % accurate : 0.42 % Web : 0.42 % iterative : 0.42 % have : 0.42 % than : 0.42 % development : 0.42 % often : 0.42 % managers : 0.42 % extraction : 0.42 % provide : 0.42 % technology : 0.42 % workforce : 0.42 % topics : 0.28 % given : 0.28 % including : 0.28 % standards : 0.28 % metadata : 0.28 % produce : 0.28 % collection : 0.28 % traffic : 0.28 % Highlighting : 0.28 % field : 0.28 % define : 0.28 % quickly : 0.28 % client : 0.28 % standard : 0.28 % Many : 0.28 % more : 0.28 % Technology : 0.28 % Library : 0.28 % meaningful : 0.28 % round : 0.28 % from : 0.28 % time : 0.28 % tools : 0.28 % visitors : 0.28 % Analysis : 0.28 % Data : 0.28 % Internet : 0.28 % single : 0.28 % rather : 0.28 % give : 0.28 % Automatic : 0.28 % Most : 0.28 % Indexing : 0.28 % not : 0.28 % then : 0.28 % address : 0.28 % matter : 0.28 % how : 0.28 % software : 0.28 % Search : 0.28 % Management : 0.28 % engines : 0.28 % World : 0.28 % summarization : 0.28 % being : 0.28 % like : 0.28 % much : 0.28 % reads : 0.28 % engine : 0.28 % process : 0.28 % index : 0.28 % cataloguing : 0.28 % user : 0.28 % online : 0.28 % resulting : 0.28 % which : 0.28 % ordered : 0.28 % body : 0.28 % without : 0.28 % domain : 0.28 % Contextual : 0.28 % feature : 0.28 % used : 0.28 % several : 0.28 % text : 0.28 % ability : 0.28 % tool : 0.28 % summaries : 0.28 % general : 0.28 % highlighting : 0.28 % precise : 0.28 % skimming : 0.28 % consuming : 0.28 % keyword : 0.28 % into : 0.28 % unique : 0.28 % patented : 0.28 % about : 0.28 % will : 0.14 % logs : 0.14 % program : 0.14 % patterns : 0.14 % Typically : 0.14 % suggested : 0.14 % interactive : 0.14 % approach : 0.14 % One : 0.14 % refinement : 0.14 % take : 0.14 % extract : 0.14 % fetch : 0.14 % user's : 0.14 % searching : 0.14 % aspect : 0.14 % hit : 0.14 % examines : 0.14 % enters : 0.14 % modifies : 0.14 % tries : 0.14 % support : 0.14 % features : 0.14 % again : 0.14 % them : 0.14 % display : 0.14 % file : 0.14 % machine : 0.14 % record : 0.14 % requested : 0.14 % date : 0.14 % products : 0.14 % commercial : 0.14 % request : 0.14 % servers : 0.14 % seeking : 0.14 % based : 0.14 % refinements : 0.14 % along : 0.14 % combinations : 0.14 % extracted : 0.14 % know : 0.14 % want : 0.14 % Log : 0.14 % analyze : 0.14 % written : 0.14 % tagging : 0.14 % optimization : 0.14 % for : 0.14 % Great : 0.14 % refined : 0.14 % knowledge : 0.14 % inference : 0.14 % categorization : 0.14 % semantic : 0.14 % retrieval : 0.14 % Functions : 0.14 % API : 0.14 % Linux : 0.14 % Solaris : 0.14 % Windows : 0.14 % system : 0.14 % Mac : 0.14 % Java : 0.14 % Basic : 0.14 % Visual : 0.14 % Python : 0.14 % Perl : 0.14 % Portal : 0.14 % Services : 0.14 % Push : 0.14 %	web site : 0.67 % most popular : 0.54 % Relevant Information : 0.4 % site managers : 0.4 % list most : 0.4 % keyphrase extraction : 0.4 % relevant meaningful : 0.27 % automatic keyphrase : 0.27 % from US : 0.27 % subject matter : 0.27 % World Relevant : 0.27 % search engine : 0.27 % collection documents : 0.27 % Automatic keyphrase : 0.27 % by US : 0.27 % content summaries : 0.27 % given document : 0.27 % rather than : 0.27 % subject domain : 0.27 % first query : 0.27 % standard from : 0.27 % ordered list : 0.27 % key text : 0.27 % popular files : 0.27 % key words : 0.27 % human being : 0.27 % like human : 0.27 % reads document : 0.27 % document much : 0.27 % much like : 0.27 % web log : 0.27 % files web : 0.27 % round documents : 0.27 % log analysis : 0.27 % first round : 0.27 % document analysis : 0.27 % document management : 0.27 % managers often : 0.13 % Web site : 0.13 % often want : 0.13 % visitors their : 0.13 % site seeking : 0.13 % know visitors : 0.13 % seeking Most : 0.13 % their site : 0.13 % want know : 0.13 % refinements first : 0.13 % user along : 0.13 % along suggested : 0.13 % suggested refinements : 0.13 % documents user : 0.13 % display first : 0.13 % keyphrases them : 0.13 % them then : 0.13 % then display : 0.13 % Most web : 0.13 % query based : 0.13 % Keyphrases Web : 0.13 % Web Log : 0.13 % Log Analysis : 0.13 % keyphrases Keyphrases : 0.13 % extracted keyphrases : 0.13 % based combinations : 0.13 % combinations first : 0.13 % query extracted : 0.13 % Analysis Web : 0.13 % information about : 0.13 % products that : 0.13 % that analyze : 0.13 % analyze logs : 0.13 % commercial products : 0.13 % several commercial : 0.13 % date time : 0.13 % time request : 0.13 % request several : 0.13 % logs web : 0.13 % managers Typically : 0.13 % general traffic : 0.13 % traffic patterns : 0.13 % patterns produce : 0.13 % summary general : 0.13 % give summary : 0.13 % Typically tools : 0.13 % tools will : 0.13 % will give : 0.13 % client date : 0.13 % by client : 0.13 % record information : 0.13 % extract keyphrases : 0.13 % about visitors : 0.13 % that record : 0.13 % files that : 0.13 % servers have : 0.13 % have log : 0.13 % log files : 0.13 % visitors including : 0.13 % including Internet : 0.13 % file that : 0.13 % that requested : 0.13 % requested by : 0.13 % machine file : 0.13 % client machine : 0.13 % Internet address : 0.13 % address client : 0.13 % web servers : 0.13 % query refinement : 0.13 % list keyphrases : 0.13 % keyphrases taken : 0.13 % taken collection : 0.13 % documents or : 0.13 % alphabetical list : 0.13 % Indexing alphabetical : 0.13 % skimming capability : 0.13 % capability Keyphrases : 0.13 % Keyphrases Indexing : 0.13 % or parts : 0.13 % parts single : 0.13 % can serve : 0.13 % serve as : 0.13 % as index : 0.13 % index Keyphrases : 0.13 % book can : 0.13 % chapters book : 0.13 % single long : 0.13 % long document : 0.13 % document chapters : 0.13 % audio skimming : 0.13 % provide audio : 0.13 % colour purpose : 0.13 % purpose highlighting : 0.13 % highlighting facilitate : 0.13 % facilitate skimming : 0.13 % special colour : 0.13 % text special : 0.13 % font or : 0.13 % or marking : 0.13 % marking key : 0.13 % skimming Automatic : 0.13 % extraction can : 0.13 % enable text-to-speech : 0.13 % text-to-speech software : 0.13 % software provide : 0.13 % also enable : 0.13 % highlighting also : 0.13 % can be : 0.13 % be used : 0.13 % used highlighting : 0.13 % Keyphrases Interactive : 0.13 % Interactive Query : 0.13 % features that : 0.13 % that support : 0.13 % support iterative : 0.13 % iterative aspect : 0.13 % special features : 0.13 % any special : 0.13 % engines not : 0.13 % not have : 0.13 % have any : 0.13 % aspect searching : 0.13 % searching One : 0.13 % take user's : 0.13 % user's query : 0.13 % query fetch : 0.13 % fetch first : 0.13 % refinement take : 0.13 % produce ordered : 0.13 % One approach : 0.13 % approach interactive : 0.13 % interactive query : 0.13 % search engines : 0.13 % Most search : 0.13 % iterative process : 0.13 % process user : 0.13 % user enters : 0.13 % enters query : 0.13 % often iterative : 0.13 % engine often : 0.13 % Query Refinement : 0.13 % Refinement Using : 0.13 % Using search : 0.13 % query examines : 0.13 % examines resulting : 0.13 % then tries : 0.13 % tries again : 0.13 % again Most : 0.13 % query then : 0.13 % modifies query : 0.13 % resulting hit : 0.13 % hit list : 0.13 % list modifies : 0.13 % documents extract : 0.13 % can use : 0.13 % Visual Basic : 0.13 % Basic API : 0.13 % API Functions : 0.13 % Functions Great : 0.13 % Python Visual : 0.13 % Perl Python : 0.13 % C C : 0.13 %	list most popular : 0.4 % ordered list most : 0.27 % World Relevant Information : 0.27 % first round documents : 0.27 % web site managers : 0.27 % Automatic keyphrase extraction : 0.27 % most popular files : 0.27 % standard from US : 0.27 % much like human : 0.27 % like human being : 0.27 % document much like : 0.27 % reads document much : 0.27 % files web site : 0.27 % popular files web : 0.27 % Keyphrases Web Log : 0.13 % Web Log Analysis : 0.13 % keyphrases Keyphrases Web : 0.13 % query extracted keyphrases : 0.13 % Log Analysis Web : 0.13 % combinations first query : 0.13 % first query extracted : 0.13 % extracted keyphrases Keyphrases : 0.13 % want know visitors : 0.13 % know visitors their : 0.13 % visitors their site : 0.13 % their site seeking : 0.13 % site seeking Most : 0.13 % based combinations first : 0.13 % often want know : 0.13 % Web site managers : 0.13 % site managers often : 0.13 % managers often want : 0.13 % Analysis Web site : 0.13 % user along suggested : 0.13 % round documents extract : 0.13 % documents extract keyphrases : 0.13 % extract keyphrases them : 0.13 % keyphrases them then : 0.13 % fetch first round : 0.13 % query fetch first : 0.13 % refinement take user's : 0.13 % take user's query : 0.13 % user's query fetch : 0.13 % them then display : 0.13 % then display first : 0.13 % suggested refinements first : 0.13 % refinements first query : 0.13 % first query based : 0.13 % along suggested refinements : 0.13 % seeking Most web : 0.13 % display first round : 0.13 % round documents user : 0.13 % documents user along : 0.13 % query based combinations : 0.13 % files that record : 0.13 % that analyze logs : 0.13 % analyze logs web : 0.13 % logs web site : 0.13 % site managers Typically : 0.13 % products that analyze : 0.13 % commercial products that : 0.13 % time request several : 0.13 % request several commercial : 0.13 % several commercial products : 0.13 % managers Typically tools : 0.13 % Typically tools will : 0.13 % traffic patterns produce : 0.13 % patterns produce ordered : 0.13 % produce ordered list : 0.13 % general traffic patterns : 0.13 % summary general traffic : 0.13 % tools will give : 0.13 % will give summary : 0.13 % give summary general : 0.13 % date time request : 0.13 % client date time : 0.13 % that record information : 0.13 % record information about : 0.13 % information about visitors : 0.13 % about visitors including : 0.13 % query refinement take : 0.13 % log files that : 0.13 % web servers have : 0.13 % servers have log : 0.13 % have log files : 0.13 % visitors including Internet : 0.13 % including Internet address : 0.13 % that requested by : 0.13 % requested by client : 0.13 % by client date : 0.13 % file that requested : 0.13 % machine file that : 0.13 % Internet address client : 0.13 % address client machine : 0.13 % client machine file : 0.13 % Most web servers : 0.13 % searching One approach : 0.13 % provide audio skimming : 0.13 % audio skimming capability : 0.13 % skimming capability Keyphrases : 0.13 % capability Keyphrases Indexing : 0.13 % software provide audio : 0.13 % text-to-speech software provide : 0.13 % used highlighting also : 0.13 % highlighting also enable : 0.13 % also enable text-to-speech : 0.13 % enable text-to-speech software : 0.13 % Keyphrases Indexing alphabetical : 0.13 % Indexing alphabetical list : 0.13 % documents or parts : 0.13 % or parts single : 0.13 % parts single long : 0.13 % single long document : 0.13 % collection documents or : 0.13 % taken collection documents : 0.13 % alphabetical list keyphrases : 0.13 % list keyphrases taken : 0.13 % keyphrases taken collection : 0.13 % be used highlighting : 0.13 % can be used : 0.13 % using special font : 0.13 % special font or : 0.13 % font or marking : 0.13 % or marking key : 0.13 % text using special : 0.13 % key text using : 0.13 % or paragraphs by : 0.13 % paragraphs by underlining : 0.13 % by underlining key : 0.13 % underlining key text : 0.13 % marking key text : 0.13 % key text special : 0.13 % facilitate skimming Automatic : 0.13 % skimming Automatic keyphrase : 0.13 % keyphrase extraction can : 0.13 % extraction can be : 0.13 % highlighting facilitate skimming : 0.13 % purpose highlighting facilitate : 0.13 % text special colour : 0.13 % special colour purpose : 0.13 % colour purpose highlighting : 0.13 % long document chapters : 0.13 % document chapters book : 0.13 % Most search engines : 0.13 % search engines not : 0.13 % engines not have : 0.13 % not have any : 0.13 % again Most search : 0.13 % tries again Most : 0.13 % list modifies query : 0.13 % modifies query then : 0.13 % query then tries : 0.13 % then tries again : 0.13 % have any special : 0.13 % any special features : 0.13 % aspect searching One : 0.13 % web site web : 0.13 % One approach interactive : 0.13 % approach interactive query : 0.13 % iterative aspect searching : 0.13 % support iterative aspect : 0.13 % special features that : 0.13 % features that support : 0.13 % that support iterative : 0.13 % hit list modifies : 0.13 % resulting hit list : 0.13 % index Keyphrases Interactive : 0.13 % Keyphrases Interactive Query : 0.13 % Interactive Query Refinement : 0.13 % Query Refinement Using : 0.13 % as index Keyphrases : 0.13 % serve as index : 0.13 % chapters book can : 0.13 % book can serve : 0.13 % can serve as : 0.13 % Refinement Using search : 0.13 % Using search engine : 0.13 % user enters query : 0.13 % enters query examines : 0.13 % query examines resulting : 0.13 % examines resulting hit : 0.13 % process user enters : 0.13 % iterative process user : 0.13 % search engine often : 0.13 % engine often iterative : 0.13 % often iterative process : 0.13 % interactive query refinement : 0.13 % log analysis program : 0.13 % Python Visual Basic : 0.13 % Visual Basic API : 0.13 % Basic API Functions : 0.13 % API Functions Great : 0.13 % Perl Python Visual : 0.13 % Java Perl Python : 0.13 % UX development C : 0.13 % development C C : 0.13 % C C Java : 0.13 % C Java Perl : 0.13 % Functions Great for : 0.13 %

Total: 303

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