Extraction and Mining of Academic Social Networks.

Overview

The data set is designed for research purpose only

It consists of the datasets related to arnetminer. We will continuously release the latest version.

Version 1:

aminer-authorname-and-id: Mapping between name and id of authors in arnetminer (2013-1-10).

aminer-topic-top-5000-pubs-and-authors: The top 5000 publication of each topics in arnetminer (2013-1-10).

ACTMaps-authortopic: Author Conference Topic Model data (2013-1-10).

arnetminer-data-20w.rar: Information of the top 200,000 author in arnetminer (2013-1-10).

Aminer-FOAF-DataSet: FOAF data of 1,911,115 Authors (2013-1-10).

Aminer Authorname and ID

Data Description

It consists mapping between name and id of authors in arnetminer.

The data is form as a 2 column list. The first column is arnetminer id and the second column is Author name.

Example

14088614 "Ian Tan"

14088615 "Mohammad Masoud Javidi"

14088616 "Jing Wan"

14088617 "V. Blanco"

14088631 "Changning Huang"

14088632 "Manfred K. Warmuth"

14088633 "M. Schiller"

14088634 "Kai Yang"

Aminer Topic Top 5000 Publications and Authors

Data Description

It consists the top 5000 publication of each topics in arnetminer.

The data is formed as 3 xml files. Each consists data of topics, publications and authors respectively.

Example

ACTMaps Authortopic

Data Description

It consists the topic distribution given author.

The data is organized into 733602 rows, each for an author. For each row, it consists columns separated by a blank space. Each column is the topic id and weight separated by a ":"

Example

127:0.26849315068493046 96:0.12328767123287625 160:0.07123287671232849 -1:0.00273972602739725 170:0.0

127:0.4704861111111099 173:0.1562499999999996 192:0.029513888888888815 99:0.005208333333333321 -1:0.0017361111111111067 170:0.0

127:0.0958904109589043 -1:0.00456621004566211 170:0.0

160:0.13076923076923042 127:0.13076923076923042 139:0.1076923076923074 166:0.09807692307692283 95:0.09423076923076898 99:0.06730769230769212 -1:0.001923076923076918 170:0.0

127:0.17714285714285644 189:0.09714285714285675 87:0.0628571428571426 13:0.05714285714285692 99:0.04571428571428553 89:0.008571428571428537 -1:0.0028571428571428454 170:0.0

127:0.5651851851851876 144:0.12074074074074126 106:0.0725925925925929 194:0.04814814814814835 13:0.025925925925926036 95:0.02444444444444455 -1:7.407407407407438E-4 170:0.0

Untitled Block

Aminer FOAF DataSet

Data Description

It consists of the foaf data of authors in arnetminer.org.

The data is organized in standard foaf format.

Example

<pre>

<rdf:RDF

xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"

xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#"

xmlns:foaf="http://xmlns.com/foaf/0.1/"

xmlns:admin="http://webns.net/mvcb/">

<foaf:PersonalProfileDocument rdf:about=]"">

<foaf:maker rdf:resource="#me"/> <foaf:primaryTopic rdf:resource="#me"/>

<admin:generatorAgent rdf:resource="http://keg.cs.tsinghua.edu.cn/tj/cs/foaf_creator"/>

<admin:errorReportsTo rdf:resource="mailto:jery.tang@gmail.com"/>

</foaf:PersonalProfileDocument>

<foaf:Person rdf:ID="me">

<foaf:name></foaf:name>

<foaf:title>Associate Professor </foaf:title>

<foaf:givenname></foaf:givenname>

<foaf:family_name>null</foaf:family_name>

<foaf:mbox rdf:resource="mailto:jietang@tsinghua.edu.cn"/>

<foaf:nick></foaf:nick>

<foaf:homepage rdf:resource="http://keg.cs.tsinghua.edu.cn/jietang/"/>

<foaf:phone rdf:resource="tel:+8610-62788788-20 "/>

<foaf:phone rdf:resource="fax:+8610-62794365"/>

<foaf:knows>

<foaf:Person>

<foaf:name>Jinghai Rao</foaf:name>

<foaf:homepage rdf:resource="http://arnetminer.org/person/jinghai-rao-44007.html"/>

</foaf:Person>

<foaf:Person>

<foaf:name>Yanzhu Liu</foaf:name>

<foaf:homepage rdf:resource="http://arnetminer.org/person/yanzhu-liu-247753.html"/>

</foaf:Person>

<foaf:Person>

<foaf:name>Huan Xia</foaf:name>

<foaf:homepage rdf:resource="http://arnetminer.org/person/huan-xia-509825.html"/>

</foaf:Person>

<foaf:Person>

<foaf:name> Bo Wang </foaf:name>

<foaf:homepage rdf:resource="http://arnetminer.org/person/bo-wang-59718.html"/>

</foaf:Person>

<foaf:Person>

</pre>

References

If you use this data set for research, please cite one of the following papers:

Jie Tang, Jing Zhang, Limin Yao, Juanzi Li, Li Zhang, and Zhong Su. ArnetMiner: Extraction and Mining of Academic Social Networks. In Proceedings of the Fourteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'2008). pp.990-998. [PDF] [Slides]
Jie Tang, Duo Zhang, and Limin Yao. Social Network Extraction of Academic Researchers. In Proceedings of 2007 IEEE International Conference on Data Mining(ICDM'2007). pp. 292-301. [PDF] [Slides] [Data]