TY - GEN
T1 - WINS
T2 - 22nd International Conference on Human-Computer Interaction, HCII 2020
AU - Borrelli, Dario
AU - Saremi, Razieh
AU - Vallabhaneni, Sri
AU - Pugliese, Antonio
AU - Shankar, Rohit
AU - Martinez-Mejorado, Denisse
AU - Iandoli, Luca
AU - Ramirez-Marquez, Jose Emmanuel
AU - Lipizzi, Carlo
N1 - Publisher Copyright:
© 2020, Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - This work proposes a novel approach to visually interact with semantic networks constructed via natural language processing techniques. The proposed web interface, WINS, allows the user to select a textual document to be analyzed, choose the algorithm to construct the semantic network, and visualize the network with its metrics. Unlike previous works, which are typically based on co-occurrence matrix for constructing the text network, the proposed interface embeds an additional approach based on the combination of network science with distributed representations of words and phrases.
AB - This work proposes a novel approach to visually interact with semantic networks constructed via natural language processing techniques. The proposed web interface, WINS, allows the user to select a textual document to be analyzed, choose the algorithm to construct the semantic network, and visualize the network with its metrics. Unlike previous works, which are typically based on co-occurrence matrix for constructing the text network, the proposed interface embeds an additional approach based on the combination of network science with distributed representations of words and phrases.
KW - Distributional hypothesis
KW - Natural language
KW - Networks
UR - http://www.scopus.com/inward/record.url?scp=85088741668&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85088741668&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-50726-8_80
DO - 10.1007/978-3-030-50726-8_80
M3 - Conference contribution
AN - SCOPUS:85088741668
SN - 9783030507251
T3 - Communications in Computer and Information Science
SP - 614
EP - 621
BT - HCI International 2020 - Posters - 22nd International Conference, HCII 2020, Proceedings
A2 - Stephanidis, Constantine
A2 - Antona, Margherita
Y2 - 19 July 2020 through 24 July 2020
ER -