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Advanced Topics in Mobile Communications (AToMIC): Social Network in Mobile Big Data (Summer 2016) (view source)

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Holding at least a bachelor's degree on computer science or related fields.
Holding at least a bachelor's degree on computer science or related fields.


==Presentation Schedule==
==Passing requirements==
TBD
* Demonstration (20 ~ 25 min. presentation + 10 min. Q&A for each group)
** This accounts for 20% of your grade.
** Present practical work in groups (each group member should present your own specific work).
* Final presentation (30 ~ 35 min. presentation + 10 min. Q&A for each group).
** This accounts for 40% of your grade.
** Give a final presentation in groups (each group member should present your own specific work).
** The final presentation should contain a comprehensive survey about the selected topic and final experiment results.
* Write a report on the selected topic (12-15 pages) (LaTeX Template:[ftp://ftp.springer.de/pub/tex/latex/llncs/latex2e/llncs2e.zip]).
** This accounts for 40% of your grade.
** Everyone in each group writes a report on your specific work in your topic (including your own comprehensive survey on the selected topic and your own practical work).
* The Demonstration and final presentation must be given in English.
* The report must be written in English according to common guidelines for scientific papers, between 12 and 15 pages of content (excluding the table of content, bibliography, etc.).
* If your group consists of more than or less than 2 students, you can adjust your total presentation duration.


==Schedule==
==Schedule==
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| align="right" | 06.05.2016
| align="right" | 06.05.2016
| Social network theory
| Social network theory
|
|[https://wiki.net.informatik.uni-goettingen.de/w/images/5/53/ATOMIC-SS16-03-SocialNetworkTheory.pdf pdf]
|-
|-
| align="right" | 13.05.2016
| align="right" | 13.05.2016
| Interdisciplinary methods and case study
| Interdisciplinary methods and case study
|
|[https://wiki.net.informatik.uni-goettingen.de/w/images/8/8b/ATOMIC-SS16-04-Integrating_Data_Mining_and_Qualitative_Studies.pdf pdf][https://wiki.net.informatik.uni-goettingen.de/w/images/e/e5/ATOMIC-SS16-04-Triadic.pdf pdf]
|-
|-
| align="right" | 20.05.2016
| align="right" | 20.05.2016
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|-
|-
| align="right" | 03.06.2016
| align="right" | 03.06.2016
| Mining opinion leaders and structure hole spanners
| cancelled due to business trips
|
|
|-
|-
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|
|
|-
|-
| align="right" |  25.06.2016
| align="right" |  24.06.2016
| Practical session
| Practical session (Demonstration)
|
|
|-
|-
| align="right" |  01.07.2016
| align="right" |  01.07.2016
| Final presentations (1)
| cancelled
|
|
|-
|-
| align="right" |  08.07.2016
| align="right" |  08.07.2016
| Final presentations (2)
| Final presentations
|
|
|-
|-
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== Topics ==
== Topics ==


The list of topics is as follows.
The list of topics is as follows. The topic description shows a basic task for each topic. The literature provided here is only for reference. Each group should read more related literatures about your topic to give a comprehensive survey.


{| align="center" class="wikitable sortable" {{Prettytable}}  
{| align="center" class="wikitable sortable" {{Prettytable}}  
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|{{Hl2}} |'''Literature'''
|{{Hl2}} |'''Literature'''
|-
|-
| Influential user identification
| Influential user identification (assigned to Alireza Amiri and Tayyebe Emadinia)
|The project is to identify influential users based on users’ features.
|The project is to identify influential users based on users’ features.
|Twitter [http://snap.stanford.edu/data/egonets-Twitter.html]
|Twitter [http://snap.stanford.edu/data/egonets-Twitter.html]
|[http://delivery.acm.org/10.1145/2510000/2503797/p17-guille.pdf?ip=134.76.38.65&id=2503797&acc=ACTIVE%20SERVICE&key=2BA2C432AB83DA15%2E8C14E74AF280C121%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&CFID=608291892&CFTOKEN=67082599&__acm__=1461925176_16c7462fc07da405404049d69ca4a8fa] [http://delivery.acm.org/10.1145/1720000/1718520/p261-weng.pdf?ip=134.76.38.65&id=1718520&acc=ACTIVE%20SERVICE&key=2BA2C432AB83DA15%2E8C14E74AF280C121%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&CFID=608291892&CFTOKEN=67082599&__acm__=1461925231_97404edbcd4ed9ab4482b407dbe01bbe]
|[http://dl.acm.org/citation.cfm?id=2503797] [http://dl.acm.org/citation.cfm?id=1718520]
|-
|-
| Community detection
| Community detection (assigned to Aynur Amirfallah)
|The project is to cluster different communities based on topics.
|The project is to cluster different communities based on topics.
|Facebook [http://snap.stanford.edu/data/egonets-Facebook.html]
|Facebook [http://snap.stanford.edu/data/egonets-Facebook.html]
|[http://delivery.acm.org/10.1145/2510000/2501657/a43-xie.pdf?ip=134.76.38.65&id=2501657&acc=ACTIVE%20SERVICE&key=2BA2C432AB83DA15%2E8C14E74AF280C121%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&CFID=608291892&CFTOKEN=67082599&__acm__=1461925673_abad188e45f96d1e845b9605f233b80a][http://delivery.acm.org/10.1145/1350000/1348552/p16-du.pdf?ip=134.76.38.65&id=1348552&acc=ACTIVE%20SERVICE&key=2BA2C432AB83DA15%2E8C14E74AF280C121%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&CFID=608291892&CFTOKEN=67082599&__acm__=1461925704_cf2836caba7df422e68ac9ed1f6f4b55]
|[http://dl.acm.org/citation.cfm?id=2501657][http://dl.acm.org/citation.cfm?id=1348552]
|-
|-
|Point-of-Interest recommendation
|Point-of-Interest recommendation
|The project is to make point-of-interest(POI) recommendation based on social influence and check-ins.
|The project is to make point-of-interest(POI) recommendation based on social influence and check-ins.
|Gowalla [http://snap.stanford.edu/data/loc-gowalla.html]
|Gowalla [http://snap.stanford.edu/data/loc-gowalla.html]
|[http://delivery.acm.org/10.1145/2530000/2525357/p364-wang.pdf?ip=134.76.38.65&id=2525357&acc=ACTIVE%20SERVICE&key=2BA2C432AB83DA15%2E8C14E74AF280C121%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&CFID=608291892&CFTOKEN=67082599&__acm__=1461925898_213e912ffab3caa09300913b074bd7b0][http://delivery.acm.org/10.1145/2490000/2484030/p363-yuan.pdf?ip=134.76.38.65&id=2484030&acc=ACTIVE%20SERVICE&key=2BA2C432AB83DA15%2E8C14E74AF280C121%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&CFID=608291892&CFTOKEN=67082599&__acm__=1461925876_930b6ea9af138edd6b005c438ccafaae]
|[http://dl.acm.org/citation.cfm?id=2525357][http://dl.acm.org/citation.cfm?id=2484030]
|-
|-
|Link prediction and friend recommendation
|Link prediction and friend recommendation  
|The project is to make friend recommendation based on social networks and check-ins.
|The project is to make friend recommendation based on social networks and check-ins.
|Brightkite [http://snap.stanford.edu/data/loc-brightkite.html]
|Brightkite [http://snap.stanford.edu/data/loc-brightkite.html]
|[https://www.researchgate.net/publication/226566834_A_Survey_of_Link_Prediction_in_Social_Networks][https://www.cl.cam.ac.uk/~cm542/papers/kdd2011.pdf]
|[https://www.researchgate.net/publication/226566834_A_Survey_of_Link_Prediction_in_Social_Networks][https://www.cl.cam.ac.uk/~cm542/papers/kdd2011.pdf]
|-
|-
|Analysis of  individual activity and mobile pattern
|Analysis of  individual activity and mobile pattern (assigned to Chencheng Liang)
|The project is to give a detailed analysis of individual activity and mobile pattern based on everyday life tracks.
|The project is to give a detailed analysis of individual activity and mobile pattern based on everyday life tracks.
|Social Evolution Dataset [http://realitycommons.media.mit.edu/socialevolution4.html]
|Social Evolution Dataset [http://realitycommons.media.mit.edu/socialevolution4.html]
|[http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5284112][http://www.mdpi.com/2220-9964/4/3/1512]
|[http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5284112][http://www.mdpi.com/2220-9964/4/3/1512]
|-
|-
|
|}
|}


Tzhao
87

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