An end-to-end model-based approach to support big data analytics development (VL/HCC 2021 - Journal-First Presentations)

Who

Hourieh Khalajzadeh, Anj Simmons, Mohamed Abdelrazek, John Grundy, John Hosking, Qiang He

Track

VL/HCC 2021 Journal-First Presentations

Time Zone

The program is currently displayed in (GMT-05:00) Central Time (US & Canada).

Use conference time zone: (GMT-05:00) Central Time (US & Canada)Select other time zone

The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
The time band will also limit the events that are included in the personal iCalendar subscription service.

Display full programSpecify a time band

Save

When

Tue 12 Oct 2021 15:40 - 15:50 - Visual Program and Information Representations (2) Chair(s): Thomas LaToza

Abstract

We present BiDaML 2.0, an integrated suite of visual languages and supporting tool to help multidisciplinary teams with the design of big data analytics solutions. BiDaML tool support provides a platform for efficiently producing BiDaML diagrams and facilitating their design, creation, report and code generation. We evaluated BiDaML using two types of evaluations, a theoretical analysis using the “physics of notations”, and an empirical study with 1) a group of 12 target end-users and 2) five individual end-users. Participants mostly agreed that BiDaML was straightforward to understand/learn, and prefer BiDaML for supporting complex data analytics solution modeling than other modeling languages.

Hourieh Khalajzadeh

Monash University, Australia

Anj Simmons

Deakin University

Mohamed Abdelrazek

Deakin University, Australia

Australia

John Grundy

Monash University

Australia

John Hosking

University of Auckland

New Zealand

Qiang He

Swinburne University of Technology

Australia

Time Zone

The program is currently displayed in (GMT-05:00) Central Time (US & Canada).

Use conference time zone: (GMT-05:00) Central Time (US & Canada)Select other time zone

The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

Display full programSpecify a time band

Save

Session Program

Tue 12 Oct
Displayed time zone: Central Time (US & Canada) change

15:30 - 16:10	Visual Program and Information Representations (2)Journal-First Presentations / Research Papers Chair(s): Thomas LaToza George Mason University

15:30 10m Paper		Exploring the impact of classification probabilities on users’ trust in ambiguous instancesFull paper Research Papers Dalai S Ribeiro PUC Rio, Gabriel D. J. Barbosa PUC Rio, Marisa Do Carmo Silva PUC Rio, Helio Côrtes Vieira Lopes PUC-Rio, Simone Barbosa PUC-Rio
15:40 10m Talk		An end-to-end model-based approach to support big data analytics developmentJournal-first Journal-First Presentations Hourieh Khalajzadeh Monash University, Australia, Anj Simmons Deakin University, Mohamed Abdelrazek Deakin University, Australia, John Grundy Monash University, John Hosking University of Auckland, Qiang He Swinburne University of Technology
15:50 10m Talk		Run-time conflict detection in visual language parsingJournal-first Journal-First Presentations Gennaro Costagliola Università di Salerno, Vincenzo Deufemia University of Salerno, Filomena Ferrucci University of Salerno, Carmine Gravino University of Salerno
16:00 10m Short-paper		Algot: An Educational Programming Language with Human-Intuitive Visual SyntaxShort paper Research Papers Sverrir Thorgeirsson ETH Zurich, Zhendong Su ETH Zurich