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LocalRec '23: Proceedings of the 7th ACM SIGSPATIAL Workshop on Location-based Recommendations, Geosocial Networks and Geoadvertising
ACM2023 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
LocalRec '23: 7th ACM SIGSPATIAL Workshop on Location-based Recommendations, Geosocial Networks and Geoadvertising Hamburg Germany 13 November 2023
ISBN:
979-8-4007-0358-4
Published:
28 November 2023
Sponsors:

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Abstract

Achieving the full potential of geo-referenced data requires new technologies to collect, store, analyze and use the data. It also raises issues in the area of responsibility, accountability, transparency, fairness, adequacy (e.g., avoiding ads in improper places) and preventing misconduct. This in turn means addressing many core challenges and combining ideas and techniques from various research communities, such as recommender systems, data management, geographic information systems, social network analytics and text mining. By bringing together researchers and practitioners from these communities, the LocalRec workshop aims to provide a unique forum for discussing in depth and collecting feedback about challenges, opportunities, novel techniques, and applications related to location-based recommendation, geosocial networks and geoadvertising.

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keynote
Opportunities for spatial database research in the context of preference queries

This is the outline of the keynote speech at LocalRec@ACM SIGSPATIAL 2023. The main objective of the talk is to point out opportunities for spatial database researchers in the area of preference-based querying. We will commence with an overview of the ...

keynote
Data-Driven Digital Mobility Twins

There is more and more data on transportation becoming available, thanks to the open data initiatives. Yet issues persist with its quality and usability. These inconsistencies pose challenges for authorities and businesses aiming to utilize this data ...

research-article
Open Access
Analysis of the Distribution Characteristics and Influencing Factors of Advertising Billboards in Wuhan

The site selection of billboard locations has become crucial in promoting corporate image and expanding brand influence. Therefore, when choosing billboard placement locations, factors such as target audience and surrounding traffic conditions must be ...

research-article
Synthetic Geosocial Network Generation

Generating synthetic social networks is an important task for many problems that study humans, their behavior, and their interactions. Geosocial networks enrich social networks with location information. Commonly used models to generate synthetic ...

short-paper
Towards Generating Realistic Geosocial Networks

The proliferation of location-based services and social networks have given rise to geosocial networks, which model not only the social interactions between users but also their spatial activities. Examples include traditional social networks extended ...

short-paper
Open Access
Geo-Awareness of Learnt Citations Prediction for Scientific Publications (Demo Paper)

Predicting the citation count of academic/scientific publications has recently spurred a significant amount of research, as a particular variant of the broader cascade prediction for evolving (heterogeneous) networks. However, not much has been done ...

short-paper
Open Access
BroadcastSTAND: Clustering Multimedia Sources of News

News reaches a variety of audiences through any number of mediums, from traditional newspaper publications to social media posts to radio and TV broadcasts. These varied mediums present valuable research opportunities to gain insights into emerging ...

research-article
Adaptable Data-Driven Geofences for Notifying Points of Interest Using Tourists' GPS Trajectories

A circular geofence (CGF), a virtual boundary defined by a center point and a radius, plays a significant role in various location-based services. Our paper discusses the need for automatic generation of geofences due to the difficulties in creating ...

research-article
Harnessing Extracted Social Media Events for Personalized Travel Sequences

Tourism has evolved from a simple pastime into a pivotal industry with significant economic implications. Modern travelers frequently venture into unfamiliar locales and seek guidance in crafting enjoyable itineraries. Creating a satisfying trip ...

research-article
Open Access
Rating Inference for Custom Trips from Enriched GPS Traces using Random Forests

Trip planning services are employed extensively by users to compute paths between locations for many different use cases, including commuting to work, transportation of goods, and itinerary planning for tourists. In many scenarios, such as planning ...

short-paper
Open Access
Location-Aware Social Network Recommendation via Temporal Graph Networks

In the data-driven era, recommendations have become indispensable across various systems. Graphs, as versatile data structures, shine at abstracting complex systems. Many real-world scenarios effortlessly translate into graphs, representing ...

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Acceptance Rates

Overall Acceptance Rate17of26submissions,65%
YearSubmittedAcceptedRate
LocalRec '1912650%
LocalRec'184375%
LocalRec'1710880%
Overall261765%