Research Explorer

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Researcher

Matthias Bogaert

22 Results

2023

B2Boost : instance-dependent profit-driven modelling of B2B churn

Bram JanssensMatthias BogaertAstrid BaguéDirk Van den Poel

A1 Journal Article in ANNALS OF OPERATIONS RESEARCH

Predicting the next Pogačar : a data analytical approach to detect young professional cycling talents

Bram JanssensMatthias BogaertMathijs Maton

A1 Journal Article in ANNALS OF OPERATIONS RESEARCH

2022

Clustering of cycling race profiles

Bram JanssensJelle De BockSteven VerstocktMatthias Bogaert

Essays on interdisciplinary business analytics : from descriptive to prescriptive analytics

Bram JanssensMatthias Bogaert

Imputation of non-participated race results

Bram JanssensMatthias Bogaert

Social media analytics for good : assessing the value of social media analytics for businesses and public instances

Lisa SchetgenMatthias Bogaert

2021

Box office sales and social media : a cross-platform comparison of predictive ability and mechanisms

Matthias BogaertMichel BallingsDirk Van den PoelAsil Oztekin

A1 Journal Article in DECISION SUPPORT SYSTEMS

Developing a detection and interpretation tool for rumors regarding COVID-19 on Twitter

Lisa SchetgenBram JanssensMatthias Bogaert

Evaluating the influence of AirBnb listings’ descriptions on demand

Bram JanssensMatthias Bogaert

Evaluating the influence of Airbnb listings’ descriptions on demand

Bram JanssensMatthias BogaertDirk Van den Poel

A1 Journal Article in INTERNATIONAL JOURNAL OF HOSPITALITY MANAGEMENT

Predicting donation behavior : acquisition modeling in the nonprofit sector using Facebook data

Lisa SchetgenMatthias BogaertDirk Van den Poel

A1 Journal Article in DECISION SUPPORT SYSTEMS

Predicting self‐declared movie watching behavior using Facebook data and information‐fusion sensitivity analysis

Matthias BogaertMichel BallingsRob BergmansDirk Van den Poel

A1 Journal Article in DECISION SCIENCES

Which ethnic groups to contact first? Impacts of decision makers’ cultural backgrounds on innovation adoption in B2B settings

Bram JanssensMatthias Bogaert

2019

Acquisition modeling in the nonprofit sector based on Facebook data

Lisa SchetgenMatthias BogaertDirk Van den Poel

Evaluating multi-label classifiers and recommender systems in the financial service sector

Matthias BogaertJustine LootensDirk Van den PoelMichel Ballings

A1 Journal Article in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

2018

Evaluating the importance of different communication types in romantic tie prediction on social media

Matthias BogaertMichel BallingsDirk Van den Poel

A1 Journal Article in ANNALS OF OPERATIONS RESEARCH

Harnessing the power of social media in predictive analytics

Matthias BogaertDirk Van den PoelMichel Ballings

2017

Identifying soccer players on Facebook through predictive analytics

Matthias BogaertMichel BallingsMartijn HostenDirk Van den Poel

A1 Journal Article in DECISION ANALYSIS

Predicting Movie Watching Behavior using Facebook data and Information-fusion Sensitivity Analysis

Matthias BogaertMichel BallingsRob BergmansDirk Van den Poel

2016

Evaluating the Importance of Different Communication Types in Tie Strength Prediction on Social Media

Matthias BogaertMichel BallingsDirk Van den Poel

Social media optimization: identifying an optimal strategy for increasing network size on Facebook

Michel BallingsDirk Van den PoelMatthias Bogaert

A1 Journal Article in OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

The added value of Facebook friends data in event attendance prediction

Matthias BogaertMichel BallingsDirk Van den Poel

A1 Journal Article in DECISION SUPPORT SYSTEMS