Connecting every bit of knowledge: The Structure of Wikipedia’s first link network

Apples, porcupines, and the most obscure Bob Dylan song'is every topic a few clicks from Philosophy? Within Wikipedia, the surprising answer is yes: nearly all paths lead to Philosophy. Wikipedia is the largest, most meticulously indexed collection of human knowledge ever amassed. More than inf...

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Main Author: Ibrahim, Mark
Format: Others
Language:en
Published: ScholarWorks @ UVM 2016
Subjects:
Online Access:http://scholarworks.uvm.edu/graddis/560
http://scholarworks.uvm.edu/cgi/viewcontent.cgi?article=1559&context=graddis
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spelling ndltd-uvm.edu-oai-scholarworks.uvm.edu-graddis-15592017-03-17T08:45:03Z Connecting every bit of knowledge: The Structure of Wikipedia’s first link network Ibrahim, Mark Apples, porcupines, and the most obscure Bob Dylan song'is every topic a few clicks from Philosophy? Within Wikipedia, the surprising answer is yes: nearly all paths lead to Philosophy. Wikipedia is the largest, most meticulously indexed collection of human knowledge ever amassed. More than information about a topic, Wikipedia is a web of naturally emerging relationships. By following the first link in each article, we algorithmically construct a directed network of all 4.7 million articles: Wikipedia's First Link Network. Here we study the English edition of Wikipedia's First Link Network for insight into how the many inventions, places, people, objects, and events are related and organized. We traverse every path, measuring the accumulation of first links, path lengths, basins, cycles, and the influence each article exerts in shaping the network. We discover scale-free distributions describe path length, accumulation, and influence. Far from dispersed, first links disproportionately accumulate at a few articles'flowing from specific to general and culminating around fundamental notions such as Community, State, and Science. Philosophy shapes more paths than any other article by two orders of magnitude. Curiously, we also observe a gravitation towards topical articles such as Health Care and Fossil Fuel. These findings enrich our view of the connections and structure of Wikipedia's ever growing store of knowledge. 2016-01-01T08:00:00Z text application/pdf http://scholarworks.uvm.edu/graddis/560 http://scholarworks.uvm.edu/cgi/viewcontent.cgi?article=1559&context=graddis Graduate College Dissertations and Theses en ScholarWorks @ UVM Mathematics
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language en
format Others
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topic Mathematics
spellingShingle Mathematics
Ibrahim, Mark
Connecting every bit of knowledge: The Structure of Wikipedia’s first link network
description Apples, porcupines, and the most obscure Bob Dylan song'is every topic a few clicks from Philosophy? Within Wikipedia, the surprising answer is yes: nearly all paths lead to Philosophy. Wikipedia is the largest, most meticulously indexed collection of human knowledge ever amassed. More than information about a topic, Wikipedia is a web of naturally emerging relationships. By following the first link in each article, we algorithmically construct a directed network of all 4.7 million articles: Wikipedia's First Link Network. Here we study the English edition of Wikipedia's First Link Network for insight into how the many inventions, places, people, objects, and events are related and organized. We traverse every path, measuring the accumulation of first links, path lengths, basins, cycles, and the influence each article exerts in shaping the network. We discover scale-free distributions describe path length, accumulation, and influence. Far from dispersed, first links disproportionately accumulate at a few articles'flowing from specific to general and culminating around fundamental notions such as Community, State, and Science. Philosophy shapes more paths than any other article by two orders of magnitude. Curiously, we also observe a gravitation towards topical articles such as Health Care and Fossil Fuel. These findings enrich our view of the connections and structure of Wikipedia's ever growing store of knowledge.
author Ibrahim, Mark
author_facet Ibrahim, Mark
author_sort Ibrahim, Mark
title Connecting every bit of knowledge: The Structure of Wikipedia’s first link network
title_short Connecting every bit of knowledge: The Structure of Wikipedia’s first link network
title_full Connecting every bit of knowledge: The Structure of Wikipedia’s first link network
title_fullStr Connecting every bit of knowledge: The Structure of Wikipedia’s first link network
title_full_unstemmed Connecting every bit of knowledge: The Structure of Wikipedia’s first link network
title_sort connecting every bit of knowledge: the structure of wikipedia’s first link network
publisher ScholarWorks @ UVM
publishDate 2016
url http://scholarworks.uvm.edu/graddis/560
http://scholarworks.uvm.edu/cgi/viewcontent.cgi?article=1559&context=graddis
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