# Copyright Anders Ardö 1999 # Adopted to also calculate a normalized score by dividing with # textsize # Added URL-analysis subroutine package Combine::Check_record; use strict; use Combine::XWI; use Combine::LoadTermList; use Combine::Matcher; use Combine::Config; my $tm; #my @sites; my $log; sub init_tm { # read in ei-thesaurus map $tm = new Combine::LoadTermList; my $configDir = Combine::Config::Get('configDir'); $tm->LoadStopWordList("$configDir/stopwords.txt"); $tm->LoadTermList("$configDir/topicdefinition.txt"); #sitesOK.txt holds a list of sites that should always be included my $asub = "sub siteOK { my (\$url_str)=\@_; my \$x;\n"; if (open(SITES,"<$configDir/sitesOK.txt")) { while() { next if /^\s*#/; # comments next if /^\s*$/; # empty lines chop; my $pat = $_; $asub .= "\$x=\'$pat\';(\$url_str=~m|\$x|o) and return 1;\n"; } close(SITES); } $asub .= "return 0;\n}\n"; eval($asub); $log = Combine::Config::Get('LogHandle'); } sub classify { my ($self,$xwi) = @_; check($xwi); } sub check { my ($xwi) = @_; # return true (1) if you want to keep the record # otherwise return false (0) if ( ref($tm) ne 'Combine::LoadTermList' ) { init_tm(); } $xwi->url_rewind; my $url_str=""; my $t; while ($t = $xwi->url_get) { $url_str .= $t . ", "; } my $siteOK = &siteOK($url_str); my $titlew=10; my $metaw=4; my $headw=2; my $cutoff_rel=10; #Class score must be above this % to be counted my $cutoff_norm=0.2; # normalised cutoff for summed normalised score # my $cutoff_norm_class=0.1; # normalised cutoff per class my $tot_cutoff=90; # non normalised cuttoff for summed total score my ($mt,$ht,$tt,$url,$title,$size,$k,$cl,$result); ($mt,$ht,$tt,$url,$title,$size) = Combine::Matcher::getTextXWI($xwi,0,$tm,1); # no stemming; simple text extraction #FIX title med simpletexconv i Matcher!! my @ant_text=split('\s+',$tt); my $ant_text=$#ant_text + 1; if ( $ant_text <= 0 ) { $ant_text = 1; } my @ant_head=split('\s+',$ht); my $ant_head=$#ant_head + 1; if ( $ant_head <= 0 ) { $ant_head = 1; } my @ant_meta=split('\s+',$mt); my $ant_meta=$#ant_meta + 1; if ( $ant_meta <= 0 ) { $ant_meta = 1; } my @ant_title=split('\s+',$mt); my $ant_title=$#ant_title + 1; if ( $ant_title <= 0 ) { $ant_title = 1; } #Evt subtract a constant from ant in order to favorise short titles and meta # even more??? my %text_res = Combine::Matcher::Match(\$tt, $tm); my %head_res = Combine::Matcher::Match(\$ht, $tm); my %meta_res = Combine::Matcher::Match(\$mt, $tm); my %title_res = Combine::Matcher::Match(\$title, $tm); my %res; # normalized summed score per class my %absres; # un-normalized summed score per class my $sumscore=0.0; #Total summed normalised score my $totScore=0; #Total summed non-normalised score foreach $k (keys %text_res) { # print "T: $k $text_res{$k}\n"; $res{$k} = $text_res{$k} / $ant_text; $absres{$k} = $text_res{$k}; $sumscore += $text_res{$k} / $ant_text; $totScore += $text_res{$k}; } foreach $k (keys %head_res) { # print "H: $k $head_res{$k}\n"; $res{$k} += $head_res{$k} * $headw / $ant_head; $sumscore += $head_res{$k} * $headw / $ant_head; $absres{$k} += $head_res{$k} * $headw; $totScore += $head_res{$k} * $headw; } foreach $k (keys %meta_res) { # print "M: $k $meta_res{$k}\n"; $res{$k} += $meta_res{$k} * $metaw / $ant_meta; $sumscore += $meta_res{$k} * $metaw / $ant_meta; $absres{$k} += $meta_res{$k} * $metaw; $totScore += $meta_res{$k} * $metaw; } foreach $k (keys %title_res) { # print "Tit: $k $title_res{$k}\n"; $res{$k} += $title_res{$k} * $titlew / $ant_title; $sumscore += $title_res{$k} * $titlew / $ant_title; $absres{$k} += $title_res{$k} * $titlew; $totScore += $title_res{$k} * $titlew; } my %tres = Combine::Matcher::GetTermsM(); my $score = 0; my $class = ""; foreach $cl (sort { $res{$b}<=>$res{$a}; } keys(%res)) { if ( ($totScore >= $tot_cutoff) && # ($res{$cl} >= $cutoff_norm_class) && ($sumscore >= $cutoff_norm)) { my $p = 100 * $res{$cl} / $sumscore; #Normalized values # my $p = 100 * $absres{$cl} / $totScore; #Absolute values if ($p >= $cutoff_rel) { $score +=$absres{$cl}; $class .= "$cl($absres{$cl} $res{$cl}), "; } } } if ( ($score > 1) || $siteOK ) { $result=1; # OK urlanalys($url_str, $xwi); my $rscore = int($sumscore*1000 + 0.5); $xwi->topic_add('ALL', $totScore, $rscore,'','Std'); foreach $cl (split(', ',$class)) { if ( $cl =~ /^([^\(]+)\(([\d\.]+) ([\d\.]+)\)$/ ) { # print "Check: $cl; $1; $2; $3; $tres{$1};;\n"; ###AAAA $rscore = int($3*1000 + 0.5); $xwi->topic_add($1, $2, $rscore, $tres{$1}, 'Std'); } } } else { $result=0; # Discard } $log->say("$result(siteOK=$siteOK);$score(NORM=$sumscore,UNNORM=$totScore);$class"); return $result; } sub urlanalys { my ($url, $xwi) = @_; my $host; my $path; #selurl normalize? if ($url =~ m|http://([^/]+)/(.*)$|) { $host=$1; $path=$2; $host =~ s/:\d+$//; $host =~ s/%..$//; } my %a; if ( length($path) <= 1 ) { $a{'top'}=1; } elsif ( $path =~ /\/$|index[^\/]+$|welcome[^\/]+$|default[^\/]+$|home[^\/]+$/i) { $a{'start'}=1; } if ( ! ($host =~ /^[\d\.]+$/) ) { my @dom=split(/\./,$host); $a{'domain'}=$dom[$#dom]; if ( $host =~ /\.edu$|\.ac\.uk$|\.edu\.au$|\.edu\.[a-z][a-z]$/ ) { $a{'univ'}=1; } elsif ( $host =~ /\.au\.dk$|\.dtu\.dk$|\.ou\.dk$|\.kvl\.dk$|\.auc\.dk$|\.ku\.dk$|\.nbi\.dk$|\.sdu\.dk$|\.aau\.dk$|\.ruc\.dk$|\.gu\.se$|\.liu\.se$|\.kth\.se$|\.luth\.se$|\.lu\.se$|\.lth\.se$|\.chalmers\.se$|\.su\.se$|\.uu\.se$/ ) { $a{'univ'}=1; } } if ( $path =~ /^~/ ) { $a{'pers'}=1;} #Also autoclass med termerna nedan if ( $path =~ /personal/ ) { $a{'pers'}=1;} #title =~ homepage if ( $path =~ /course|lesson|education|classes|seminar|teaching|learning|training|tutorial|graduate|teacher|lecture/i) { $a{'edu'}=1; } if ( $path =~ /product|brochure/i ) { $a{'prod'}=1; } if ( $path =~ /research|scien|faculty|project|academic|conference|workshop/i ) { $a{'scien'}=1; } #go to base url (evt take two last domains and go to that url (eg www.geophys.uniwb.ch -> www.uniwb.ch) #title =~ university if ( $path =~ /abstract|paper|publication|preprint|book|report|\/pubs\/|proceedings|isbn/i ) { $a{'abs'}=1;} foreach my $k (keys(%a)) { $xwi->robot_add($k,$a{$k}); } return; } 1; __END__