A Simulation Model for Intra-Urban Movements
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{"title"=>"A simulation model for intra-urban movements", "type"=>"journal", "authors"=>[{"first_name"=>"Nimrod", "last_name"=>"Serok", "scopus_author_id"=>"56835776600"}, {"first_name"=>"Efrat", "last_name"=>"Blumenfeld-Lieberthal", "scopus_author_id"=>"13205644900"}], "year"=>2015, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84941354708", "doi"=>"10.1371/journal.pone.0132576", "pui"=>"605951926", "pmid"=>"26161640", "scopus"=>"2-s2.0-84941354708", "issn"=>"19326203", "isbn"=>"1932-6203 (Electronic) 1932-6203 (Linking)"}, "id"=>"1d0f153b-2017-3e53-89ff-6e439d4cdc70", "abstract"=>"Human mobility patterns (HMP) have become of interest to a variety of disciplines. The increasing availability of empirical data enables researchers to analyze patterns of people's movements. Recent work suggested that HMP follow a Levy-flight distribution and present regularity. Here, we present an innovative agent-based model that simulates HMP for various purposes. It is based on the combination of regular movements with spatial considerations, represented by an expanded gravitation model. The agents in this model have different attributes that affect their choice of destination and the duration they stay in each location. Thus, their movement mimics real-life situations. This is a stochastic, bottom-up model, yet it yields HMP that qualitatively fit HMP empirical data in terms of individuals, as well as the entire population. Our results also correspond to real-life phenomena in terms of urban spatial dynamics, that is, the emergence of popular locations in the city due to bottom-up behavior of people. Our model is novel in being based on the assumption that HMP are space-dependent as well as follow high regularity. To our knowledge, we are the first to succeed in simulating HMP not only at the inter-city scale but also at the intra-urban one.", "link"=>"http://www.mendeley.com/research/simulation-model-intraurban-movements", "reader_count"=>14, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Researcher"=>2, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>6, "Student > Master"=>3, "Student > Bachelor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Researcher"=>2, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>6, "Student > Master"=>3, "Student > Bachelor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>2, "Engineering"=>5, "Mathematics"=>1, "Design"=>1, "Physics and Astronomy"=>1, "Social Sciences"=>1, "Computer Science"=>1, "Earth and Planetary Sciences"=>1, "Economics, Econometrics and Finance"=>1}, "reader_count_by_subdiscipline"=>{"Design"=>{"Design"=>1}, "Engineering"=>{"Engineering"=>5}, "Social Sciences"=>{"Social Sciences"=>1}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Computer Science"=>{"Computer Science"=>1}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>2}}, "reader_count_by_country"=>{"United States"=>1}, "group_count"=>1}

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/2171587"], "description"=>"<p>Rank size distribution of group A.</p>", "links"=>[], "tags"=>["yields HMP", "simulation model", "gravitation model", "movement mimics", "simulating HMP", "Recent work"], "article_id"=>1480032, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Nimrod Serok", "Efrat Blumenfeld-Lieberthal"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132576.g006", "stats"=>{"downloads"=>1, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Rank_size_distribution_of_group_A_/1480032", "title"=>"Rank size distribution of group A.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-07-10 04:44:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/2171581"], "description"=>"<p>X and Y axes represent space while the Z axis represents time. The agent’s movements are represented by the lines. Note that there is on obvious regularity in the agent’s movement.</p>", "links"=>[], "tags"=>["yields HMP", "simulation model", "gravitation model", "movement mimics", "simulating HMP", "Recent work"], "article_id"=>1480026, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Nimrod Serok", "Efrat Blumenfeld-Lieberthal"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132576.g003", "stats"=>{"downloads"=>3, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Spatio_temporal_representation_of_an_agent_8217_s_movement_during_one_month_/1480026", "title"=>"Spatio-temporal representation of an agent’s movement during one month.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-07-10 04:44:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/2171593"], "description"=>"<div><p>Human mobility patterns (HMP) have become of interest to a variety of disciplines. The increasing availability of empirical data enables researchers to analyze patterns of people’s movements. Recent work suggested that HMP follow a Levy-flight distribution and present regularity. Here, we present an innovative agent-based model that simulates HMP for various purposes. It is based on the combination of regular movements with spatial considerations, represented by an expanded gravitation model. The agents in this model have different attributes that affect their choice of destination and the duration they stay in each location. Thus, their movement mimics real-life situations. This is a stochastic, bottom-up model, yet it yields HMP that qualitatively fit HMP empirical data in terms of individuals, as well as the entire population. Our results also correspond to real-life phenomena in terms of urban spatial dynamics, that is, the emergence of popular locations in the city due to bottom-up behavior of people. Our model is novel in being based on the assumption that HMP are space-dependent as well as follow high regularity. To our knowledge, we are the first to succeed in simulating HMP not only at the inter-city scale but also at the intra-urban one.</p></div>", "links"=>[], "tags"=>["yields HMP", "simulation model", "gravitation model", "movement mimics", "simulating HMP", "Recent work"], "article_id"=>1480038, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Nimrod Serok", "Efrat Blumenfeld-Lieberthal"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132576", "stats"=>{"downloads"=>1, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_A_Simulation_Model_for_Intra_Urban_Movements_/1480038", "title"=>"A Simulation Model for Intra-Urban Movements", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2015-07-10 04:44:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/2171590"], "description"=>"<p>Land uses distribution for the spatial environment used in our model.</p>", "links"=>[], "tags"=>["yields HMP", "simulation model", "gravitation model", "movement mimics", "simulating HMP", "Recent work"], "article_id"=>1480035, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Nimrod Serok", "Efrat Blumenfeld-Lieberthal"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132576.t001", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Land_uses_distribution_for_the_spatial_environment_used_in_our_model_/1480035", "title"=>"Land uses distribution for the spatial environment used in our model.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2015-07-10 04:44:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/2171575"], "description"=>"<p>A typical example for land use spatial distribution in the simulated environment.</p>", "links"=>[], "tags"=>["yields HMP", "simulation model", "gravitation model", "movement mimics", "simulating HMP", "Recent work"], "article_id"=>1480020, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Nimrod Serok", "Efrat Blumenfeld-Lieberthal"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132576.g001", "stats"=>{"downloads"=>0, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_A_typical_example_for_land_use_spatial_distribution_in_the_simulated_environment_/1480020", "title"=>"A typical example for land use spatial distribution in the simulated environment.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-07-10 04:44:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/2171589"], "description"=>"<p>Distribution of visits per cell for group B and group C.</p>", "links"=>[], "tags"=>["yields HMP", "simulation model", "gravitation model", "movement mimics", "simulating HMP", "Recent work"], "article_id"=>1480034, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Nimrod Serok", "Efrat Blumenfeld-Lieberthal"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132576.g007", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Distribution_of_visits_per_cell_for_group_B_and_group_C_/1480034", "title"=>"Distribution of visits per cell for group B and group C.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-07-10 04:44:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/2171584"], "description"=>"<p>Note that despite the qualitative similarity of the different agents’ behavior, there are quantitative differences among them.</p>", "links"=>[], "tags"=>["yields HMP", "simulation model", "gravitation model", "movement mimics", "simulating HMP", "Recent work"], "article_id"=>1480029, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Nimrod Serok", "Efrat Blumenfeld-Lieberthal"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132576.g004", "stats"=>{"downloads"=>0, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Cumulative_frequency_of_visits_to_specific_locations_for_50_randomly_selected_agents_on_semi_log_scales_/1480029", "title"=>"Cumulative frequency of visits to specific locations for 50 randomly selected agents on semi-log scales.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-07-10 04:44:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/2171577"], "description"=>"<p>Frequency of distances for all the travels made during a month (model time) on semi-log scales.</p>", "links"=>[], "tags"=>["yields HMP", "simulation model", "gravitation model", "movement mimics", "simulating HMP", "Recent work"], "article_id"=>1480022, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Nimrod Serok", "Efrat Blumenfeld-Lieberthal"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132576.g002", "stats"=>{"downloads"=>0, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Frequency_of_distances_for_all_the_travels_made_during_a_month_model_time_on_semi_log_scales_/1480022", "title"=>"Frequency of distances for all the travels made during a month (model time) on semi-log scales.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-07-10 04:44:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/2171586"], "description"=>"<p>Rank size distribution of visit per cell over a month (model time).</p>", "links"=>[], "tags"=>["yields HMP", "simulation model", "gravitation model", "movement mimics", "simulating HMP", "Recent work"], "article_id"=>1480031, "categories"=>["Biological Sciences", "Science Policy"], "users"=>["Nimrod Serok", "Efrat Blumenfeld-Lieberthal"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0132576.g005", "stats"=>{"downloads"=>0, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Rank_size_distribution_of_visit_per_cell_over_a_month_model_time_/1480031", "title"=>"Rank size distribution of visit per cell over a month (model time).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2015-07-10 04:44:40"}

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Relative Metric

{"start_date"=>"2015-01-01T00:00:00Z", "end_date"=>"2015-12-31T00:00:00Z", "subject_areas"=>[]}
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