Mutual Information for the Detection of Crush
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{"title"=>"Mutual information for the detection of crush", "type"=>"journal", "authors"=>[{"first_name"=>"Peter", "last_name"=>"Harding", "scopus_author_id"=>"55613468600"}, {"first_name"=>"Steve", "last_name"=>"Gwynne", "scopus_author_id"=>"6601989053"}, {"first_name"=>"Martyn", "last_name"=>"Amos", "scopus_author_id"=>"36726116700"}], "year"=>2011, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "isbn"=>"9781441997258", "pmid"=>"22229055", "scopus"=>"2-s2.0-83755206332", "doi"=>"10.1371/journal.pone.0028747", "sgr"=>"83755206332", "pui"=>"363120137"}, "id"=>"c9218782-f59e-3c67-b95a-cbd8266bd8ee", "abstract"=>"Fatal crush conditions occur in crowds with tragic frequency. Event organizers and architects are often criticised for failing to consider the causes and implications of crush, but the reality is that both the prediction and prevention of such conditions offer a significant technical challenge. Full treatment of physical force within crowd simulations is precise but often computationally expensive; the more common method of human interpretation of results is computationally \"cheap\" but subjective and time-consuming. This paper describes an alternative method for the analysis of crowd behaviour, which uses information theory to measure crowd disorder. We show how this technique may be easily incorporated into an existing simulation framework, and validate it against an historical event. Our results show that this method offers an effective and efficient route towards automatic detection of the onset of crush.", "link"=>"http://www.mendeley.com/research/mutual-information-detection-crush", "reader_count"=>13, "reader_count_by_academic_status"=>{"Professor > Associate Professor"=>1, "Researcher"=>2, "Student > Ph. D. Student"=>3, "Student > Master"=>2, "Other"=>1, "Student > Bachelor"=>2, "Lecturer > Senior Lecturer"=>1, "Professor"=>1}, "reader_count_by_user_role"=>{"Professor > Associate Professor"=>1, "Researcher"=>2, "Student > Ph. D. Student"=>3, "Student > Master"=>2, "Other"=>1, "Student > Bachelor"=>2, "Lecturer > Senior Lecturer"=>1, "Professor"=>1}, "reader_count_by_subject_area"=>{"Engineering"=>4, "Unspecified"=>1, "Mathematics"=>1, "Medicine and Dentistry"=>2, "Sports and Recreations"=>1, "Social Sciences"=>1, "Computer Science"=>2, "Earth and Planetary Sciences"=>1}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>4}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>2}, "Social Sciences"=>{"Social Sciences"=>1}, "Sports and Recreations"=>{"Sports and Recreations"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Computer Science"=>{"Computer Science"=>2}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>1}}, "reader_count_by_country"=>{"Australia"=>1, "Germany"=>1}, "group_count"=>1}

Scopus | Further Information

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Figshare

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  • {"files"=>["https://ndownloader.figshare.com/files/699682"], "description"=>"<p>Evacuation scenario.</p>", "links"=>[], "tags"=>["Computational biology", "biophysics", "computer science", "physics", "mathematics"], "article_id"=>370065, "categories"=>["Information And Computing Sciences", "Mathematics", "Biological Sciences", "Physics", "Biophysics"], "users"=>["Peter Harding", "Steve Gwynne", "Martyn Amos"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0028747.g003", "stats"=>{"downloads"=>3, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Benchmarking_simulations_/370065", "title"=>"Benchmarking simulations.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 10:32:16"}
  • {"files"=>["https://ndownloader.figshare.com/files/699970"], "description"=>"<p>Floorplan of Station nightclub, taken from official report.</p>", "links"=>[], "tags"=>["Computational biology", "biophysics", "computer science", "physics", "mathematics"], "article_id"=>370351, "categories"=>["Information And Computing Sciences", "Mathematics", "Biological Sciences", "Physics", "Biophysics"], "users"=>["Peter Harding", "Steve Gwynne", "Martyn Amos"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0028747.g006", "stats"=>{"downloads"=>1, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Environment_to_be_simulated_/370351", "title"=>"Environment to be simulated.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 10:33:44"}
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  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}

Relative Metric

{"start_date"=>"2011-01-01T00:00:00Z", "end_date"=>"2011-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Computer and information sciences", "average_usage"=>[355, 609, 735, 840, 944, 1029, 1109, 1193, 1255, 1320, 1391, 1469, 1540, 1608, 1683, 1753, 1824, 1905, 1967, 2042, 2117, 2189, 2240, 2300, 2392, 2452, 2509, 2569, 2635, 2710, 2772, 2846, 2882, 2956, 3014, 3086, 3139]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[347, 582, 700, 805, 909, 997, 1061, 1147, 1220, 1282, 1350, 1411, 1471, 1532, 1600, 1665, 1726, 1790, 1868, 1927, 1986, 2048, 2105, 2166, 2229, 2288, 2347, 2407, 2463, 2525, 2589, 2650, 2704, 2755, 2806, 2854, 2896]}, {"subject_area"=>"/Physical sciences/Physics", "average_usage"=>[296, 505, 611, 719, 815, 886, 966, 1040, 1111, 1173, 1227, 1283, 1342, 1400, 1459, 1516, 1572, 1635, 1696, 1752, 1804, 1861, 1919, 1976, 2035, 2093, 2142, 2198, 2256, 2309, 2373, 2433, 2486, 2540, 2594, 2652, 2698]}]}
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