IntentStreams

Smart Parallel Search Streams for Branching Exploratory Search

Salvatore Andolina, Khalil Klouche, Jaakko Peltonen, Mohammad Hoque, Tuukka Ruotsalo, Diogo Cabral, Arto Klami, Dorota Glowacka, Patrik Floréen, Giulio Jacucci

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Kuvaus

The user's understanding of information needs and the information available in the data collection can evolve during an exploratory search session. Search systems tailored for well-defined narrow search tasks may be suboptimal for exploratory search where the user can sequentially refine the expressions of her information needs and explore alternative search directions. A major challenge for exploratory search systems design is how to support such behavior and expose the user to relevant yet novel information that can be difficult to discover by using conventional query formulation techniques. We introduce IntentStreams, a system for exploratory search that provides interactive query refinement mechanisms and parallel visualization of search streams. The system models each search stream via an intent model allowing rapid user feedback. The user interface allows swift initiation of alternative and parallel search streams by direct manipulation that does not require typing. A study with 13 participants shows that IntentStreams provides better support for branching behavior compared to a conventional search system.
Alkuperäiskielienglanti
OtsikkoIUI '15 : Proceedings of the 20th International Conference on Intelligent User Interfaces
Sivumäärä6
JulkaisupaikkaNew York
KustantajaACM New York
Julkaisupäivä2015
Sivut300-305
ISBN (painettu)978-1-4503-3306-1
DOI - pysyväislinkit
TilaJulkaistu - 2015
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaInternational conference on intelligent user interfaces - Atlanta, Yhdysvallat (USA)
Kesto: 29 maaliskuuta 20151 huhtikuuta 2015
Konferenssinumero: 20th (IUI 2015)

Lisätietoja

Jufo-id:58084
Volume:
Proceeding volume:

Tieteenalat

  • 113 Tietojenkäsittely- ja informaatiotieteet

Lainaa tätä

Andolina, S., Klouche, K., Peltonen, J., Hoque, M., Ruotsalo, T., Cabral, D., ... Jacucci, G. (2015). IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search. teoksessa IUI '15: Proceedings of the 20th International Conference on Intelligent User Interfaces (Sivut 300-305). New York: ACM New York. https://doi.org/10.1145/2678025.2701401
Andolina, Salvatore ; Klouche, Khalil ; Peltonen, Jaakko ; Hoque, Mohammad ; Ruotsalo, Tuukka ; Cabral, Diogo ; Klami, Arto ; Glowacka, Dorota ; Floréen, Patrik ; Jacucci, Giulio. / IntentStreams : Smart Parallel Search Streams for Branching Exploratory Search. IUI '15: Proceedings of the 20th International Conference on Intelligent User Interfaces. New York : ACM New York, 2015. Sivut 300-305
@inproceedings{b53f97c08dfd4399bfeaddcb7688c2fe,
title = "IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search",
abstract = "The user's understanding of information needs and the information available in the data collection can evolve during an exploratory search session. Search systems tailored for well-defined narrow search tasks may be suboptimal for exploratory search where the user can sequentially refine the expressions of her information needs and explore alternative search directions. A major challenge for exploratory search systems design is how to support such behavior and expose the user to relevant yet novel information that can be difficult to discover by using conventional query formulation techniques. We introduce IntentStreams, a system for exploratory search that provides interactive query refinement mechanisms and parallel visualization of search streams. The system models each search stream via an intent model allowing rapid user feedback. The user interface allows swift initiation of alternative and parallel search streams by direct manipulation that does not require typing. A study with 13 participants shows that IntentStreams provides better support for branching behavior compared to a conventional search system.",
keywords = "113 Computer and information sciences",
author = "Salvatore Andolina and Khalil Klouche and Jaakko Peltonen and Mohammad Hoque and Tuukka Ruotsalo and Diogo Cabral and Arto Klami and Dorota Glowacka and Patrik Flor{\'e}en and Giulio Jacucci",
note = "Jufo-id:58084 Volume: Proceeding volume:",
year = "2015",
doi = "10.1145/2678025.2701401",
language = "English",
isbn = "978-1-4503-3306-1",
pages = "300--305",
booktitle = "IUI '15",
publisher = "ACM New York",
address = "United States",

}

Andolina, S, Klouche, K, Peltonen, J, Hoque, M, Ruotsalo, T, Cabral, D, Klami, A, Glowacka, D, Floréen, P & Jacucci, G 2015, IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search. julkaisussa IUI '15: Proceedings of the 20th International Conference on Intelligent User Interfaces. ACM New York, New York, Sivut 300-305, International conference on intelligent user interfaces, Atlanta, Yhdysvallat (USA), 29/03/2015. https://doi.org/10.1145/2678025.2701401

IntentStreams : Smart Parallel Search Streams for Branching Exploratory Search. / Andolina, Salvatore; Klouche, Khalil; Peltonen, Jaakko; Hoque, Mohammad; Ruotsalo, Tuukka; Cabral, Diogo; Klami, Arto; Glowacka, Dorota; Floréen, Patrik; Jacucci, Giulio.

IUI '15: Proceedings of the 20th International Conference on Intelligent User Interfaces. New York : ACM New York, 2015. s. 300-305.

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

TY - GEN

T1 - IntentStreams

T2 - Smart Parallel Search Streams for Branching Exploratory Search

AU - Andolina, Salvatore

AU - Klouche, Khalil

AU - Peltonen, Jaakko

AU - Hoque, Mohammad

AU - Ruotsalo, Tuukka

AU - Cabral, Diogo

AU - Klami, Arto

AU - Glowacka, Dorota

AU - Floréen, Patrik

AU - Jacucci, Giulio

N1 - Jufo-id:58084 Volume: Proceeding volume:

PY - 2015

Y1 - 2015

N2 - The user's understanding of information needs and the information available in the data collection can evolve during an exploratory search session. Search systems tailored for well-defined narrow search tasks may be suboptimal for exploratory search where the user can sequentially refine the expressions of her information needs and explore alternative search directions. A major challenge for exploratory search systems design is how to support such behavior and expose the user to relevant yet novel information that can be difficult to discover by using conventional query formulation techniques. We introduce IntentStreams, a system for exploratory search that provides interactive query refinement mechanisms and parallel visualization of search streams. The system models each search stream via an intent model allowing rapid user feedback. The user interface allows swift initiation of alternative and parallel search streams by direct manipulation that does not require typing. A study with 13 participants shows that IntentStreams provides better support for branching behavior compared to a conventional search system.

AB - The user's understanding of information needs and the information available in the data collection can evolve during an exploratory search session. Search systems tailored for well-defined narrow search tasks may be suboptimal for exploratory search where the user can sequentially refine the expressions of her information needs and explore alternative search directions. A major challenge for exploratory search systems design is how to support such behavior and expose the user to relevant yet novel information that can be difficult to discover by using conventional query formulation techniques. We introduce IntentStreams, a system for exploratory search that provides interactive query refinement mechanisms and parallel visualization of search streams. The system models each search stream via an intent model allowing rapid user feedback. The user interface allows swift initiation of alternative and parallel search streams by direct manipulation that does not require typing. A study with 13 participants shows that IntentStreams provides better support for branching behavior compared to a conventional search system.

KW - 113 Computer and information sciences

U2 - 10.1145/2678025.2701401

DO - 10.1145/2678025.2701401

M3 - Conference contribution

SN - 978-1-4503-3306-1

SP - 300

EP - 305

BT - IUI '15

PB - ACM New York

CY - New York

ER -

Andolina S, Klouche K, Peltonen J, Hoque M, Ruotsalo T, Cabral D et al. IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search. julkaisussa IUI '15: Proceedings of the 20th International Conference on Intelligent User Interfaces. New York: ACM New York. 2015. s. 300-305 https://doi.org/10.1145/2678025.2701401