Heuristic Generation of Dynamic Quiz Game Using Linked Data and Gamification

被引：0

作者：

Parekh, Ashutosh ^{[1
]}

Shah, Nilay ^{[1
]}

Varshney, Lekhraj ^{[1
]}

Shah, Neepa ^{[1
]}

Dsilva, Mitchell ^{[1
]}

机构：

[1] Dwarkadas J Sanghvi Coll Engn, Dept Informat Technol, Bombay, Maharashtra, India

来源：

2016 INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT), VOL 2 | 2016年

关键词：

Semantic Web; Linked Data; Machine Learned; Ranking; Recommendation System; DBpedia; Quiz Game; Gamification;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

In this paper, we propose a method to dynamically generate a quiz game which automatically renders a quiz based on a given topic on the fly leveraging the DBpedia database which is the most popular source of Linked Data. Linked Data is a paradigm to create a more machine-readable, structured web which shall form the underlying structure for the semantic web. In our attempt to develop the quiz, we propose solutions to two very critical problems having high magnitude applications, ranking a given set of properties for a given resource using machine learned ranking algorithms and recommending similar resources given a particular resource. The quiz also employs the gamification philosophy by offering a solution to clean the publically maintained data repositories of DBpedia and Wikipedia.

引用

页码：409 / 414

页数：6

共 10 条

[1]

Alexandre Passant, 2010, AAAI SPRING S LINKED, V77, P123

[2]

[Anonymous], INFORM COMMUNICATION, DOI [10.1007/BFb0092669, DOI 10.1007/BFB0092669]

[3]

Atzori M., 2014, 23 IEEE WETICE C WEB

[4] Random forests [J].

Breiman, L .

MACHINE LEARNING, 2001, 45 (01) :5-32

[5]

Dicheva D, 2015, EDUC TECHNOL SOC, V18, P75

[6]

Liu D., 2014, P 2014 INT C DEM TRA, V1272

[7] An Experience Report on Using Gamification in Technical Higher Education [J].

Losup, Alexandru ;

Epema, Dick .

PROCEEDINGS OF THE 45TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION (SIGCSE'14), 2014, :27-32

[8]

Pirker J., 2015, Gamification in Education and Business, P253, DOI DOI 10.1007/978-3-319-10208-5_13

[9] Gamification in theory and action: A survey [J].

Seaborn, Katie ;

Fels, Deborah I. .

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2015, 74 :14-31

[10] WhoKnows? Evaluating linked data heuristics with a quiz that cleans up DBpedia [J].

Waitelonis, Joerg ;

Ludwig, Nadine ;

Knuth, Magnus ;

Sack, Harald .

INTERACTIVE TECHNOLOGY AND SMART EDUCATION, 2011, 8 (04) :236-+

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