Information Filtering via a Scaling-Based Function
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{"title"=>"Information Filtering via a Scaling-Based Function", "type"=>"journal", "authors"=>[{"first_name"=>"Tian", "last_name"=>"Qiu", "scopus_author_id"=>"35952888800"}, {"first_name"=>"Zi Ke", "last_name"=>"Zhang", "scopus_author_id"=>"25925616500"}, {"first_name"=>"Guang", "last_name"=>"Chen", "scopus_author_id"=>"57192704451"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84877868447", "issn"=>"19326203", "scopus"=>"2-s2.0-84877868447", "pui"=>"368937322", "doi"=>"10.1371/journal.pone.0063531"}, "id"=>"d7f11a78-f92f-34c5-b86a-cfb53109809b", "link"=>"http://www.mendeley.com/research/information-filtering-via-scalingbased-function", "reader_count"=>6, "reader_count_by_academic_status"=>{"Unspecified"=>2, "Researcher"=>1, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>1, "Lecturer > Senior Lecturer"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>2, "Researcher"=>1, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>1, "Lecturer > Senior Lecturer"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>3, "Business, Management and Accounting"=>1, "Physics and Astronomy"=>1, "Computer Science"=>1}, "reader_count_by_subdiscipline"=>{"Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Computer Science"=>{"Computer Science"=>1}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>1}, "Unspecified"=>{"Unspecified"=>3}}, "group_count"=>0}

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1549309"], "description"=>"<p>The black, red, green and blue lines are for the HHP, PBS, OHHP and SCL methods, respectively.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "novelty"], "article_id"=>1069653, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.g007", "stats"=>{"downloads"=>0, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_novelty_on_the_recommendation_list_length_/1069653", "title"=>"The novelty on the recommendation list length .", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549305"], "description"=>"<p>The black, red, green and blue lines are for the HHP, PBS, OHHP and SCL methods, respectively.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "object-degree", "ranking"], "article_id"=>1069649, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.g004", "stats"=>{"downloads"=>0, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_object_degree_dependent_ranking_score_vs_the_object_degree_/1069649", "title"=>"The object-degree dependent ranking score vs. the object degree.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549303"], "description"=>"<p>The black, red, green, blue and dark yellow lines are for the recommendation list lengths of , 20, 30, 40 and 50, respectively.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "tunable", "parameter"], "article_id"=>1069647, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.g002", "stats"=>{"downloads"=>0, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_tunable_parameter_on_the_object_average_degree_/1069647", "title"=>"The tunable parameter on the object average degree .", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549304"], "description"=>"<p>The black, red, green, blue and dark yellow lines are for the recommendation list lengths of , 20, 30, 40 and 50, respectively.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "rescaled", "tunable", "parameter"], "article_id"=>1069648, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.g003", "stats"=>{"downloads"=>2, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_rescaled_tunable_parameter_vs_the_rescaled_object_average_degree_/1069648", "title"=>"The rescaled tunable parameter vs. the rescaled object average degree .", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549302"], "description"=>"<p>(a) for the PBS method, and (b) for the HTS method.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "reallocation"], "article_id"=>1069646, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.g001", "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_An_illustration_of_the_resource_reallocation_process_/1069646", "title"=>"An illustration of the resource reallocation process.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549313"], "description"=>"<p>The overall ranking score , the object-degree dependent ranking score , the overall precision , the object-degree dependent precision , the overall recall , the object-degree dependent recall , the novelty , the inter-diversity and the inner-diversity of the PBS, HHP, OHHP and SCL methods are shown for the <i>Netflix</i>(<i>NET</i>), the <i>MovieLens</i>(<i>MOV</i>) and the <i>RYM</i>, with .</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "ohhp", "scl"], "article_id"=>1069657, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.t001", "stats"=>{"downloads"=>2, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_performance_of_the_PBS_HHP_OHHP_and_SCL_methods_/1069657", "title"=>"The performance of the PBS, HHP, OHHP and SCL methods.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549311"], "description"=>"<p>The black, red, green and blue lines are for the HHP, PBS, OHHP and SCL methods, respectively.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "inner-diversity"], "article_id"=>1069655, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.g009", "stats"=>{"downloads"=>2, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_inner_diversity_on_the_recommendation_list_length_/1069655", "title"=>"The inner-diversity on the recommendation list length .", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549312"], "description"=>"<p>The improvement percentage of the SCL against the PBS, HHP and OHHP in the overall ranking score , the object-degree dependent ranking score , the overall precision , the object-degree dependent precision , the overall recall , the object-degree dependent recall , the novelty , the inter-diversity and the inner-diversity are shown for the <i>Netflix</i>(<i>NET</i>), the <i>MovieLens</i>(<i>MOV</i>) and the <i>RYM</i>, with . To guide the eyes, if the indicator of the SCL outperforms other methods, we show the improvement percentage as a positive value, otherwise, as a negative value. The blank in the form indicates an infinite value owing to the zero value of the PBS’s precision and recall.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "scl", "hhp", "ohhp"], "article_id"=>1069656, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.t002", "stats"=>{"downloads"=>7, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_improvement_percentage_of_the_SCL_against_the_PBS_HHP_and_OHHP_methods_/1069656", "title"=>"The improvement percentage of the SCL against the PBS, HHP and OHHP methods.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549310"], "description"=>"<p>The black, red, green and blue lines are for the HHP, PBS, OHHP and SCL methods, respectively.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "inter-diversity"], "article_id"=>1069654, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.g008", "stats"=>{"downloads"=>1, "page_views"=>16, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_inter_diversity_on_the_recommendation_list_length_/1069654", "title"=>"The inter-diversity on the recommendation list length .", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549307"], "description"=>"<p>The black and red lines are for the SCL and OHHP methods, respectively.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "tunable", "parameter"], "article_id"=>1069651, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.g006", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_tunable_parameter_on_the_object_degree_/1069651", "title"=>"The tunable parameter on the object degree .", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-17 08:32:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/1549306"], "description"=>"<p>The black, red, green and blue lines are for the HHP, PBS, OHHP and SCL methods, respectively.</p>", "links"=>[], "tags"=>["neuroscience", "Cognitive neuroscience", "Decision making", "Computing methods", "Computing systems", "Hybrid computing", "Information technology", "databases", "Applied mathematics", "algorithms", "Interdisciplinary physics", "Economics", "Operations research", "Decision analysis", "information science", "psychology", "Cognitive psychology", "Problem solving", "objects"], "article_id"=>1069650, "categories"=>["Physics", "Biological Sciences", "Mathematics", "Sociology"], "users"=>["Tian Qiu", "Zi-Ke Zhang", "Guang Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0063531.g005", "stats"=>{"downloads"=>0, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_degree_distribution_of_the_objects_in_the_top_recommendation_list_/1069650", "title"=>"The degree distribution of the objects in the top recommendation list.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-05-17 08:32:26"}

PMC Usage Stats | Further Information

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Relative Metric

{"start_date"=>"2013-01-01T00:00:00Z", "end_date"=>"2013-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Psychology", "average_usage"=>[284, 458, 579, 688, 782, 879, 957, 1048, 1126, 1204, 1280, 1357, 1415]}, {"subject_area"=>"/Engineering and technology", "average_usage"=>[254, 440, 558, 675, 785, 883, 972, 1061, 1154, 1248, 1336, 1414, 1489]}, {"subject_area"=>"/Engineering and technology/Mechanical engineering", "average_usage"=>[324, 523, 667, 807, 894, 998, 1111, 1330, 1433, 1520, 1598, 1683, 1771, 1850]}, {"subject_area"=>"/Physical sciences", "average_usage"=>[254, 431, 547, 651, 748, 842, 932, 1017, 1098, 1178, 1259, 1336, 1404]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[259, 431, 541, 639, 727, 816, 898, 980, 1061, 1136, 1214, 1294, 1356]}, {"subject_area"=>"/Social sciences", "average_usage"=>[289, 475, 593, 703, 805, 902, 990, 1078, 1158, 1250, 1336, 1417, 1482]}]}
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