A program to recognize and reward our most engaged community members
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value=""/> <parameter key="attributes" value=""/> <parameter key="use_except_expression" value="false"/> <parameter key="value_type" value="nominal"/> <parameter key="use_value_type_exception" value="false"/> <parameter key="except_value_type" value="time"/> <parameter key="block_type" value="single_value"/> <parameter key="use_block_type_exception" value="false"/> <parameter key="except_block_type" value="value_matrix_row_start"/> <parameter key="invert_selection" value="false"/> <parameter key="include_special_attributes" value="false"/> <parameter key="has_indices" value="false"/> <parameter key="indices_attribute" value=""/> <parameter key="window_size" value="20"/> <parameter key="no_overlapping_windows" value="false"/> <parameter key="step_size" value="1"/> <parameter key="create_horizon_(labels)" value="false"/> <parameter key="horizon_attribute" value=""/> <parameter key="horizon_size" value="1"/> <parameter key="horizon_offset" value="0"/> </operator> <operator activated="true" class="retrieve" compatibility="9.3.001" expanded="true" height="68" name="Retrieve" width="90" x="45" y="442"> <parameter key="repository_entry" value="../Data/Nachrichten_Lexis-Nexis"/> </operator> <operator activated="true" class="retrieve" compatibility="9.3.001" expanded="true" height="68" name="Retrieve (2)" width="90" x="514" y="595"> <parameter key="repository_entry" value="../Data/SentiWS"/> </operator> <operator activated="true" class="operator_toolbox:dictionary_sentiment_learner" compatibility="2.0.001" expanded="true" height="82" name="Dictionary-Based Sentiment (Documents)" width="90" x="648" y="595"> <parameter key="value_attribute" value="Sentiment"/> <parameter key="key_attribute" value="Wort"/> <parameter key="negation_attribute" value=""/> <parameter key="negation_window_size" value="1"/> <parameter key="use_symmetric_negation_window" value="true"/> </operator> <operator activated="true" class="set_role" compatibility="9.3.001" expanded="true" height="82" name="Set Role (2)" width="90" x="179" y="442"> <parameter key="attribute_name" value="Datum"/> <parameter key="target_role" value="Datum"/> <list key="set_additional_roles"/> </operator> <operator activated="true" class="nominal_to_text" compatibility="9.3.001" expanded="true" height="82" name="Nominal to Text" width="90" x="313" y="442"> <parameter key="attribute_filter_type" value="subset"/> <parameter key="attribute" value="Body Teil 1"/> <parameter key="attributes" value="|Body Teil 1|Body Teil 2"/> <parameter key="use_except_expression" value="false"/> <parameter key="value_type" value="nominal"/> <parameter key="use_value_type_exception" value="false"/> <parameter key="except_value_type" value="file_path"/> <parameter key="block_type" value="single_value"/> <parameter key="use_block_type_exception" value="false"/> <parameter key="except_block_type" value="single_value"/> <parameter key="invert_selection" value="false"/> <parameter key="include_special_attributes" value="true"/> </operator> <operator activated="true" class="text:data_to_documents" compatibility="8.2.000" expanded="true" height="68" name="Data to Documents" width="90" x="447" y="442"> <parameter key="select_attributes_and_weights" value="false"/> <list key="specify_weights"/> </operator> <operator activated="true" class="loop_collection" compatibility="9.3.001" expanded="true" height="82" name="Loop Collection" width="90" x="581" y="442"> <parameter key="set_iteration_macro" value="false"/> <parameter key="macro_name" value="iteration"/> <parameter key="macro_start_value" value="1"/> <parameter key="unfold" value="false"/> <process expanded="true"> <operator activated="true" class="text:tokenize" compatibility="8.2.000" expanded="true" height="68" name="Tokenize (2)" width="90" x="45" y="34"> <parameter key="mode" value="non letters"/> <parameter key="characters" value=".:"/> <parameter key="language" value="English"/> <parameter key="max_token_length" value="3"/> </operator> <operator activated="true" class="text:transform_cases" compatibility="8.2.000" expanded="true" height="68" name="Transform Cases (2)" width="90" x="179" y="34"> <parameter key="transform_to" value="lower case"/> </operator> <operator activated="true" class="text:filter_stopwords_german" compatibility="8.2.000" expanded="true" height="68" name="Filter Stopwords (2)" width="90" x="313" y="34"> <parameter key="stop_word_list" value="Standard"/> </operator> <operator activated="true" class="text:filter_by_length" compatibility="8.2.000" expanded="true" height="68" name="Filter Tokens (2)" width="90" x="514" y="34"> <parameter key="min_chars" value="3"/> <parameter key="max_chars" value="10000"/> </operator> <connect from_port="single" to_op="Tokenize (2)" to_port="document"/> <connect from_op="Tokenize (2)" from_port="document" to_op="Transform Cases (2)" to_port="document"/> <connect from_op="Transform Cases (2)" from_port="document" to_op="Filter Stopwords (2)" to_port="document"/> <connect from_op="Filter Stopwords (2)" from_port="document" to_op="Filter Tokens (2)" to_port="document"/> <connect from_op="Filter Tokens (2)" from_port="document" to_port="output 1"/> <portSpacing port="source_single" spacing="0"/> <portSpacing port="sink_output 1" spacing="0"/> <portSpacing port="sink_output 2" spacing="0"/> </process> </operator> <operator activated="true" class="operator_toolbox:apply_model_documents" compatibility="2.0.001" expanded="true" height="103" name="Apply Model (Documents)" width="90" x="983" y="493"> <list key="application_parameters"/> </operator> <operator activated="true" class="generate_attributes" compatibility="9.3.001" expanded="true" height="82" name="Generate Attributes" width="90" x="1117" y="493"> <list key="function_descriptions"> <parameter key="#Pos_Wörter/#Wörter" value="Positivity/(-1*Negativity+Positivity+[Uncovered Tokens])"/> <parameter key="#Neg_Wörter/#Wörter" value="-Negativity/(-1*Negativity+Positivity+[Uncovered Tokens])"/> <parameter key="#Pos_Wörter" value="Positivity"/> <parameter key="#Neg_Wörter" value="-Negativity"/> <parameter key="#Wörter" value="[Uncovered Tokens]+Positivity-Negativity"/> <parameter key="(#Pos_Wörter-#Neg_Wörter)/#Wörter" value="(Positivity+Negativity)/(-1*Negativity+Positivity+[Uncovered Tokens])"/> </list> <parameter key="keep_all" value="true"/> </operator> <operator activated="true" class="generate_id" compatibility="9.3.001" expanded="true" height="82" name="Generate ID" width="90" x="1251" y="493"> <parameter key="create_nominal_ids" value="false"/> <parameter key="offset" value="0"/> </operator> <operator activated="true" class="retrieve" compatibility="9.3.001" expanded="true" height="68" name="Retrieve Nachrichten_Lexis-Nexis" width="90" x="1117" y="391"> <parameter key="repository_entry" value="../Data/Nachrichten_Lexis-Nexis"/> </operator> <operator activated="true" class="generate_id" compatibility="9.3.001" expanded="true" height="82" name="Generate ID (2)" width="90" x="1251" y="391"> <parameter key="create_nominal_ids" value="false"/> <parameter key="offset" value="0"/> </operator> <operator activated="true" class="concurrency:join" compatibility="9.3.001" expanded="true" height="82" name="Join" width="90" x="1385" y="442"> <parameter key="remove_double_attributes" value="true"/> <parameter key="join_type" value="inner"/> <parameter key="use_id_attribute_as_key" value="true"/> <list key="key_attributes"/> <parameter key="keep_both_join_attributes" value="false"/> </operator> <operator activated="true" class="select_attributes" compatibility="9.3.001" expanded="true" height="82" name="Select Attributes" width="90" x="1519" y="442"> <parameter key="attribute_filter_type" value="subset"/> <parameter key="attribute" value=""/> <parameter key="attributes" value="#Neg_Wörter|#Neg_Wörter/#Wörter|#Pos_Wörter|#Pos_Wörter/#Wörter|#Wörter|(#Pos_Wörter-#Neg_Wörter)/#Wörter|Datum|Publikation (geordnet)|Titel|URL|Uncovered Tokens"/> <parameter key="use_except_expression" value="false"/> <parameter key="value_type" value="attribute_value"/> <parameter key="use_value_type_exception" value="false"/> <parameter key="except_value_type" value="time"/> <parameter key="block_type" value="attribute_block"/> <parameter key="use_block_type_exception" value="false"/> <parameter key="except_block_type" value="value_matrix_row_start"/> <parameter key="invert_selection" value="false"/> <parameter key="include_special_attributes" value="false"/> </operator> <operator activated="true" class="set_role" compatibility="9.3.001" expanded="true" height="82" name="Set Role" width="90" x="1653" y="442"> <parameter key="attribute_name" value="Datum"/> <parameter key="target_role" value="Datum"/> <list key="set_additional_roles"/> </operator> <operator activated="true" class="sort" compatibility="9.3.001" expanded="true" height="82" name="Sort" width="90" x="1787" y="442"> <parameter key="attribute_name" value="Datum"/> <parameter key="sorting_direction" value="increasing"/> </operator> <operator activated="true" class="time_series:windowing" compatibility="9.3.001" expanded="true" height="82" name="Windowing (2)" width="90" x="1921" y="442"> <parameter key="attribute_filter_type" value="all"/> <parameter key="attribute" value=""/> <parameter key="attributes" value=""/> <parameter key="use_except_expression" value="false"/> <parameter key="value_type" value="nominal"/> <parameter key="use_value_type_exception" value="false"/> <parameter key="except_value_type" value="time"/> <parameter key="block_type" value="single_value"/> <parameter key="use_block_type_exception" value="false"/> <parameter key="except_block_type" value="value_matrix_row_start"/> <parameter key="invert_selection" value="false"/> <parameter key="include_special_attributes" value="false"/> <parameter key="has_indices" value="false"/> <parameter key="indices_attribute" value=""/> <parameter key="window_size" value="20"/> <parameter key="no_overlapping_windows" value="false"/> <parameter key="step_size" value="1"/> <parameter key="create_horizon_(labels)" value="false"/> <parameter key="horizon_attribute" value=""/> <parameter key="horizon_size" value="1"/> <parameter key="horizon_offset" value="0"/> </operator> <operator activated="true" class="concurrency:join" compatibility="9.3.001" expanded="true" height="82" name="Join (2)" width="90" x="1988" y="136"> <parameter key="remove_double_attributes" value="true"/> <parameter key="join_type" value="inner"/> <parameter key="use_id_attribute_as_key" value="true"/> <list key="key_attributes"/> <parameter key="keep_both_join_attributes" value="false"/> </operator> <connect from_op="Retrieve Aktienkurs_Volumen_PATRIZIA" from_port="output" to_op="Windowing" to_port="example set"/> <connect from_op="Windowing" from_port="windowed example set" to_op="Join (2)" to_port="left"/> <connect from_op="Retrieve" from_port="output" to_op="Set Role (2)" to_port="example set input"/> <connect from_op="Retrieve (2)" from_port="output" to_op="Dictionary-Based Sentiment (Documents)" to_port="exa"/> <connect from_op="Dictionary-Based Sentiment (Documents)" from_port="mod" to_op="Apply Model (Documents)" to_port="mod"/> <connect from_op="Set Role (2)" from_port="example set output" to_op="Nominal to Text" to_port="example set input"/> <connect from_op="Nominal to Text" from_port="example set output" to_op="Data to Documents" to_port="example set"/> <connect from_op="Data to Documents" from_port="documents" to_op="Loop Collection" to_port="collection"/> <connect from_op="Loop Collection" from_port="output 1" to_op="Apply Model (Documents)" to_port="doc"/> <connect from_op="Apply Model (Documents)" from_port="exa" to_op="Generate Attributes" to_port="example set input"/> <connect from_op="Generate Attributes" from_port="example set output" to_op="Generate ID" to_port="example set input"/> <connect from_op="Generate ID" from_port="example set output" to_op="Join" to_port="right"/> <connect from_op="Retrieve Nachrichten_Lexis-Nexis" from_port="output" to_op="Generate ID (2)" to_port="example set input"/> <connect from_op="Generate ID (2)" from_port="example set output" to_op="Join" to_port="left"/> <connect from_op="Join" from_port="join" to_op="Select Attributes" to_port="example set input"/> <connect from_op="Select Attributes" from_port="example set output" to_op="Set Role" to_port="example set input"/> <connect from_op="Set Role" from_port="example set output" to_op="Sort" to_port="example set input"/> <connect from_op="Sort" from_port="example set output" to_op="Windowing (2)" to_port="example set"/> <connect from_op="Windowing (2)" from_port="windowed example set" to_op="Join (2)" to_port="right"/> <connect from_op="Join (2)" from_port="join" to_port="result 1"/> <portSpacing port="source_input 1" spacing="0"/> <portSpacing port="sink_result 1" spacing="0"/> <portSpacing port="sink_result 2" spacing="0"/> </process> </operator> </process>