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package Algorithm::HITS; |
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29384
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use strict; |
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use warnings; |
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our $VERSION = '0.04'; |
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1002
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use fields qw(graph graph_t size hub_v aut_v); |
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1561
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sub new { bless {}, $_[0] } |
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2068
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use PDL; |
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use List::Util; |
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#use Data::Dumper; |
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use PDL::IO::Dumper; |
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sub graph { |
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my $self = shift; |
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my $graph = shift; |
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die "Odd number of node numbers is not valid\n" if scalar(@$graph)%2; |
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my $size = List::Util::max(@$graph)+1; |
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$self->{size} = $size; |
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$self->{graph} = zeroes($size, $size); |
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for (my $i = 0 ; $i<@$graph ; $i+=2){ |
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# print STDERR "$graph->[$i] ==> $graph->[$i+1]\n"; |
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$self->{graph}->index2d( |
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$graph->[$i], |
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$graph->[$i+1], |
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) .= 1; |
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} |
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$self->{graph_t} = transpose $self->{graph}; |
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$self->{hub_v} = norm (ones $size); |
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$self->{aut_v} = norm (ones $size); |
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# print STDERR $self->{graph}->slice(':'), $self->{power_matrix_t}->slice(':'), $self->{power_matrix}->slice(':'); |
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# print STDERR $self->{aut_v}->slice(':'), $self->{hub_v}->slice(':'); |
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} |
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sub set_authority { |
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my $self = shift; |
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my $vect = shift; |
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foreach my $i (0..$#$vect){ |
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$self->{aut_v}->index($i) .= $vect->[$i]; |
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} |
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$self->{aut_v} = norm $self->{aut_v}; |
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1; |
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} |
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sub set_hub { |
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my $self = shift; |
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my $vect = shift; |
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foreach my $i (0..$#$vect){ |
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$self->{hub_v}->index($i) .= $vect->[$i]; |
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} |
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$self->{hub_v} = norm $self->{hub_v}; |
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1; |
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} |
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sub iterate { |
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my $self = shift; |
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my $iter = shift || 1; |
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foreach (1..$iter){ |
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$self->{hub_v} = norm ($self->{aut_v} x $self->{graph}); |
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$self->{aut_v} = norm ($self->{hub_v} x $self->{graph_t}); |
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# print STDERR "Authority => ", $self->{aut_v}->slice(':'), "Hub => ", $self->{hub_v}->slice(':'); |
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} |
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1; |
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} |
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sub result { |
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my $self = shift; |
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# print STDERR sdump $self->{aut_v}; |
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# print STDERR sdump $self->{hub_v}; |
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+{ |
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authority => $self->{aut_v}, |
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hub => $self->{hub_v}, |
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} |
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} |
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1; |
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__END__ |