International Journal of Geographical Information Science Representation and Analytical Models for Location-based Social Media Data and Tracking Data

Special Issue of International Journal of Geographical Information Science

International Journal of Geographical Information Science

The Theme and Scope

The advent of the age of location-based big data has brought about many research challenges for GIScientists. The classic geographical data representation models may not be able to capture all important aspects of the large volume of enriched location-based data and relationships among them. Similarly, such data have imposed tremendous challenges on the analytical approaches to the analysis and modeling of them. This special issue invites submissions that describes innovative research or review papers about representation models and/or analytical methods for location-based social media data or tracking data.

The special issue will tap into the pool of full paper submissions to the international symposium on Location-based Social Media Data and Tracking Data (LSMTD), but it is open to all interested scholars. The pre-conference symposium on LSMTD will be held in Washington, DC, July 1-2, 2017 in DC. Please refer to http://gam.icaci.org/symposium-2017/ for more details of the event. While the symposium is broadly targeted for a wide range of research related to location-based social media data and tracking data, this special issue will focus on the theme of data representation models and analytical approaches for such data.

Example Topics

The special issue will place emphasis on innovative research on representation models and analytical approaches to studying location-based big data. Example topics may include, but are not limited to, the following:

  • Data models for the representation of social media data or tracking data
  • Geo-ontology for social media data or tracking data
  • Complexity science approaches to studying location-based big data. The methods may be drawn from complex networks, power law statistics, fractal geometry, and scaling hierarchy, to name a few examples.
  • Agent-based simulations of human mobility and interaction patterns using location-based big data
  • Scalability issues with social media data or tracking data
  • Big data analytics of social media data or tracking data
  • Place modelling and understanding using social media data or tracking data
  • Big data approach to studying urban dynamics
  • Data models that address quality or privacy issues of location-based big data

Submission Procedure

Submissions to the special issue are open to all scholars, regardless of their participation in the symposium. However, symposium participants do not need to make a separate additional effort for the submission. Their abstract submissions to the symposium will automatically be reviewed. Authors of suitable topics will be invited to submit full papers for the SI. Please note that the invitation does not guarantee publication in the SI.

Other interested scholars should notify the guest editors of their intention by sending the title and a short abstract (250 words) to (an email TBA) by Feb. 15, 2017.

In either case, an invitation of a full paper submission will be made to authors of the described studies that fit the theme of the SI. Submissions of a full paper can be made via the journal’s Manuscript Center site ScholarOne.  All submissions will go through the standard IJGIS double-blind peer review process.

Important Dates

Abstracts (no more than 250 words) Due : Feb. 15th, 2017
Decisions on abstracts: March 15th, 2017
Full Papers Due: July 15th, 2017
First round of peer reviews: Aug 1 to Sept 30, 2017
Second round of peer reviews for revisions:  Nov 1 to Dec 31, 2017
Final revised manuscripts due: Feb 15, 2018
Third round of reviews if necessary, March 15-May 15, 2018
Final editorial decisions on SI manuscripts: June 1 , 2018

Editorial information