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{"title"=>"Basic emotions in the nencki affective word list (NAWL be): New method of classifying emotional stimuli", "type"=>"journal", "authors"=>[{"first_name"=>"Małgorzata", "last_name"=>"Wierzba", "scopus_author_id"=>"56487741500"}, {"first_name"=>"Monika", "last_name"=>"Riegel", "scopus_author_id"=>"56463813800"}, {"first_name"=>"Marek", "last_name"=>"Wypych", "scopus_author_id"=>"6603591150"}, {"first_name"=>"Katarzyna", "last_name"=>"Jednorwóg", "scopus_author_id"=>"56800967800"}, {"first_name"=>"Paweł", "last_name"=>"Turnau", "scopus_author_id"=>"56801014900"}, {"first_name"=>"Anna", "last_name"=>"Grabowska", "scopus_author_id"=>"7006854583"}, {"first_name"=>"Artur", "last_name"=>"Marchewka", "scopus_author_id"=>"10140842900"}], "year"=>2015, "source"=>"PLoS ONE", "identifiers"=>{"doi"=>"10.1371/journal.pone.0132305", "issn"=>"19326203", "pui"=>"605749853", "pmid"=>"26148193", "sgr"=>"84940056623", "scopus"=>"2-s2.0-84940056623"}, "id"=>"f250a426-0556-3074-9489-e3869941ade7", "abstract"=>"The Nencki Affective Word List (NAWL) has recently been introduced as a standardized database of Polish words suitable for studying various aspects of language and emotions. Though the NAWL was originally based on the most commonly used dimensional approach, it is not the only way of studying emotions. Another framework is based on discrete emotional categories. Since the two perspectives are recognized as complementary, the aim of the present study was to supplement the NAWL database by the addition of categories corresponding to basic emotions. Thus, 2902 Polish words from the NAWL were presented to 265 subjects, who were instructed to rate them according to the intensity of each of the five basic emotions: happiness, anger, sadness, fear and disgust. The general characteristics of the present word database, as well as the relationships between the studied variables are shown to be consistent with typical patterns found in previous studies using similar databases for different languages. Here we present the Basic Emotions in the Nencki Affective Word List (NAWL BE) as a database of verbal material suitable for highly controlled experimental research. To make the NAWL more convenient to use, we introduce a comprehensive method of classifying stimuli to basic emotion categories. We discuss the advantages of our method in comparison to other methods of classification. Additionally, we provide an interactive online tool (http://exp.lobi.nencki.gov.pl/nawl-analysis) to help researchers browse and interactively generate classes of stimuli to meet their specific requirements.", "link"=>"http://www.mendeley.com/research/basic-emotions-nencki-affective-word-list-nawl-new-method-classifying-emotional-stimuli", "reader_count"=>23, "reader_count_by_academic_status"=>{"Professor > Associate Professor"=>2, "Researcher"=>7, "Student > Doctoral Student"=>4, "Student > Ph. D. Student"=>3, "Student > Postgraduate"=>1, "Other"=>1, "Student > Master"=>4, "Student > Bachelor"=>1}, "reader_count_by_user_role"=>{"Professor > Associate Professor"=>2, "Researcher"=>7, "Student > Doctoral Student"=>4, "Student > Ph. D. Student"=>3, "Student > Postgraduate"=>1, "Other"=>1, "Student > Master"=>4, "Student > Bachelor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>3, "Materials Science"=>1, "Agricultural and Biological Sciences"=>2, "Neuroscience"=>3, "Philosophy"=>1, "Psychology"=>11, "Social Sciences"=>1, "Computer Science"=>1}, "reader_count_by_subdiscipline"=>{"Materials Science"=>{"Materials Science"=>1}, "Neuroscience"=>{"Neuroscience"=>3}, "Social Sciences"=>{"Social Sciences"=>1}, "Psychology"=>{"Psychology"=>11}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>2}, "Computer Science"=>{"Computer Science"=>1}, "Unspecified"=>{"Unspecified"=>3}, "Philosophy"=>{"Philosophy"=>1}}, "reader_count_by_country"=>{"France"=>1, "Spain"=>1}, "group_count"=>4}

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• http://doi.org/10.3758/s13428-016-0726-0
• http://doi.org/10.1177/1754073918765660
• http://doi.org/10.3389/fpsyg.2016.01081
• http://doi.org/10.3389/fnhum.2018.00178
• http://doi.org/10.1002/cne.23928
• http://doi.org/10.3390/app8020274
• http://doi.org/10.3758/s13428-017-0962-y
• http://doi.org/10.1371/journal.pone.0190954
• http://doi.org/10.1016/j.brat.2016.11.010
• http://doi.org/10.1038/s41598-018-21857-1
• http://doi.org/10.1371/journal.pone.0169472
• http://doi.org/10.1002/cb.1853
• http://doi.org/10.3389/fpsyg.2017.00855

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• {"id"=>"636851536258314241", "text"=>"Basic Emotions in the Nencki Affective Word List: New Method of Classifying Emotional Stimuli http://t.co/OCcPzq3eb4 http://t.co/1PEaTmC0Ui", "created_at"=>"2015-08-27T10:43:33Z", "user"=>"stymulus_", "user_name"=>"Ewa Wiśniewska", "user_profile_image"=>"http://pbs.twimg.com/profile_images/565856206837661698/aWLkogiU_normal.jpeg"}

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Figshare

• {"files"=>["https://ndownloader.figshare.com/files/2162891"], "description"=>"<p>Dotted lines represent median values of the respective distributions.</p>", "links"=>[], "tags"=>["emotion", "NAWL", "category", "method", "Basic Emotions", "Nencki Affective Word List"], "article_id"=>1473963, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Małgorzata Wierzba", "Monika Riegel", "Marek Wypych", "Katarzyna Jednorog", "Paweł Turnau", "Anna Grabowska", "Artur Marchewka"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132305.g001", "stats"=>{"downloads"=>0, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Normalized_frequency_distribution_of_mean_ratings_for_the_basic_emotions_included_in_the_NAWL_n_2902_/1473963", "title"=>"Normalized frequency distribution of mean ratings for the basic emotions included in the NAWL (n = 2902).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-07-06 03:00:58"}
• {"files"=>["https://ndownloader.figshare.com/files/2162892"], "description"=>"<p>Euclidean distance based classification method was used to classify words (threshold values: 2.5 for happiness, 5.5 for anger, sadness, fear, disgust; 2.5 for the neutral class).</p>", "links"=>[], "tags"=>["emotion", "NAWL", "category", "method", "Basic Emotions", "Nencki Affective Word List"], "article_id"=>1473964, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Małgorzata Wierzba", "Monika Riegel", "Marek Wypych", "Katarzyna Jednorog", "Paweł Turnau", "Anna Grabowska", "Artur Marchewka"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132305.g002", "stats"=>{"downloads"=>1, "page_views"=>14, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Distribution_of_the_NAWL_stimuli_assigned_to_basic_emotions_in_the_affective_space_of_valence_and_arousal_/1473964", "title"=>"Distribution of the NAWL stimuli assigned to basic emotions in the affective space of valence and arousal.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-07-06 03:00:58"}
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• {"files"=>["https://ndownloader.figshare.com/files/2162894"], "description"=>"<p>Descriptive statistics (<i>M</i>–mean, <i>SD</i>–standard deviation, <i>min</i>–minimum, <i>max</i>–maximum) for all variables in the NAWL calculated for the whole sample for each of n = 2902 Polish words.</p>", "links"=>[], "tags"=>["emotion", "NAWL", "category", "method", "Basic Emotions", "Nencki Affective Word List"], "article_id"=>1473966, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Małgorzata Wierzba", "Monika Riegel", "Marek Wypych", "Katarzyna Jednorog", "Paweł Turnau", "Anna Grabowska", "Artur Marchewka"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132305.t002", "stats"=>{"downloads"=>1, "page_views"=>24, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Descriptive_statistics_M_mean_SD_standard_deviation_min_minimum_max_maximum_for_all_variables_in_the_NAWL_calculated_for_the_whole_sample_for_each_of_n_2902_Polish_words_/1473966", "title"=>"Descriptive statistics (<i>M</i>–mean, <i>SD</i>–standard deviation, <i>min</i>–minimum, <i>max</i>–maximum) for all variables in the NAWL calculated for the whole sample for each of n = 2902 Polish words.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2015-07-06 03:00:58"}
• {"files"=>["https://ndownloader.figshare.com/files/2162895"], "description"=>"<p>Correlations between variables included in the NAWL database (n = 2902). All correlations were significant at the .01 level (two-tailed).</p>", "links"=>[], "tags"=>["emotion", "NAWL", "category", "method", "Basic Emotions", "Nencki Affective Word List"], "article_id"=>1473967, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Małgorzata Wierzba", "Monika Riegel", "Marek Wypych", "Katarzyna Jednorog", "Paweł Turnau", "Anna Grabowska", "Artur Marchewka"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132305.t003", "stats"=>{"downloads"=>1, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Correlations_between_variables_included_in_the_NAWL_database_n_2902_All_correlations_were_significant_at_the_01_level_two_tailed_/1473967", "title"=>"Correlations between variables included in the NAWL database (n = 2902). All correlations were significant at the .01 level (two-tailed).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2015-07-06 03:00:58"}
• {"files"=>["https://ndownloader.figshare.com/files/2162896"], "description"=>"<p>For Euclidean distance (ED) based classification method following threshold values were used: 2.5 for happiness, 5.5 for anger, sadness, fear, disgust; 2.5 for the neutral class.</p>", "links"=>[], "tags"=>["emotion", "NAWL", "category", "method", "Basic Emotions", "Nencki Affective Word List"], "article_id"=>1473968, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Małgorzata Wierzba", "Monika Riegel", "Marek Wypych", "Katarzyna Jednorog", "Paweł Turnau", "Anna Grabowska", "Artur Marchewka"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132305.t004", "stats"=>{"downloads"=>1, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Number_of_NAWL_words_n_2902_representing_distinct_basic_emotions_as_classified_with_different_methods_7_16_/1473968", "title"=>"Number of NAWL words (n = 2902) representing distinct basic emotions as classified with different methods [7, 16].", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2015-07-06 03:00:58"}
• {"files"=>["https://ndownloader.figshare.com/files/2162897"], "description"=>"<p>Comparison of the numbers of words classified as basic emotion specific in the NAWL and DENN-BAWL studies.</p>", "links"=>[], "tags"=>["emotion", "NAWL", "category", "method", "Basic Emotions", "Nencki Affective Word List"], "article_id"=>1473969, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Małgorzata Wierzba", "Monika Riegel", "Marek Wypych", "Katarzyna Jednorog", "Paweł Turnau", "Anna Grabowska", "Artur Marchewka"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132305.t005", "stats"=>{"downloads"=>1, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Comparison_of_the_numbers_of_words_classified_as_basic_emotion_specific_in_the_NAWL_and_DENN_BAWL_studies_/1473969", "title"=>"Comparison of the numbers of words classified as basic emotion specific in the NAWL and DENN-BAWL studies.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2015-07-06 03:00:58"}
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{"start_date"=>"2015-01-01T00:00:00Z", "end_date"=>"2015-12-31T00:00:00Z", "subject_areas"=>[]}

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