Tracking interactions across business news, social media, and stock fluctuations

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Kuvaus

In this paper we study the interactions between how companies are mentioned in news, their presence on social media, and daily fluctuation in their stock prices. Our experiments demonstrate that for some entities these time series can be correlated in interesting ways, though for others the correspondences are more opaque. In this study, social media presence is measured by counting Wikipedia page hits. This work is done in a context of building a system for aggregating and analyzing news text, which aims to help the user track business trends; we show results obtainable by the system.
Alkuperäiskielienglanti
OtsikkoAdvances in Information Retrieval : 38th European Conference on IR Research, ECIR 2016 Padua, Italy, March 20–23, 2016, Proceedings
ToimittajatNicola Ferro, Fabio Crestani, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri, Giorgio Maria Di Nunzio, Claudia Hauff, Gianmaria Silvello
Sivumäärä6
JulkaisupaikkaCham
KustantajaSpringer International Publishing AG
Julkaisupäivä2016
Sivut735–740
ISBN (painettu)978-3-319-30670-4
ISBN (elektroninen)978-3-319-30671-1
TilaJulkaistu - 2016
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaEuropean Conference on Information Retrieval - Padua, Italia
Kesto: 20 maaliskuuta 201623 maaliskuuta 2016
Konferenssinumero: 38

Julkaisusarja

NimiLecture Notes in Computer Science
KustantajaSpringer
Vuosikerta9626
ISSN (painettu)0302-9743
ISSN (elektroninen)1611-3349

Lisätietoja


Volume:
Proceeding volume:

Tieteenalat

  • 113 Tietojenkäsittely- ja informaatiotieteet

Lainaa tätä

Karkulahti, O. M., Pivovarova, L., Du, M., Kangasharju, J. A. T., & Yangarber, R. (2016). Tracking interactions across business news, social media, and stock fluctuations. teoksessa N. Ferro, F. Crestani, M-F. Moens, J. Mothe, F. Silvestri, G. M. Di Nunzio, C. Hauff, ... G. Silvello (Toimittajat), Advances in Information Retrieval: 38th European Conference on IR Research, ECIR 2016 Padua, Italy, March 20–23, 2016, Proceedings (Sivut 735–740). (Lecture Notes in Computer Science; Vuosikerta 9626). Cham: Springer International Publishing AG.
Karkulahti, Ossi Mikael ; Pivovarova, Lidia ; Du, Mian ; Kangasharju, Jussi Antti Tapio ; Yangarber, Roman. / Tracking interactions across business news, social media, and stock fluctuations. Advances in Information Retrieval: 38th European Conference on IR Research, ECIR 2016 Padua, Italy, March 20–23, 2016, Proceedings. Toimittaja / Nicola Ferro ; Fabio Crestani ; Marie-Francine Moens ; Josiane Mothe ; Fabrizio Silvestri ; Giorgio Maria Di Nunzio ; Claudia Hauff ; Gianmaria Silvello. Cham : Springer International Publishing AG, 2016. Sivut 735–740 (Lecture Notes in Computer Science).
@inproceedings{7f70b44f1ed84c8c9a74a25f48c1767e,
title = "Tracking interactions across business news, social media, and stock fluctuations",
abstract = "In this paper we study the interactions between how companies are mentioned in news, their presence on social media, and daily fluctuation in their stock prices. Our experiments demonstrate that for some entities these time series can be correlated in interesting ways, though for others the correspondences are more opaque. In this study, social media presence is measured by counting Wikipedia page hits. This work is done in a context of building a system for aggregating and analyzing news text, which aims to help the user track business trends; we show results obtainable by the system.",
keywords = "113 Computer and information sciences",
author = "Karkulahti, {Ossi Mikael} and Lidia Pivovarova and Mian Du and Kangasharju, {Jussi Antti Tapio} and Roman Yangarber",
note = "Volume: Proceeding volume:",
year = "2016",
language = "English",
isbn = "978-3-319-30670-4",
series = "Lecture Notes in Computer Science",
publisher = "Springer International Publishing AG",
pages = "735–740",
editor = "Ferro, {Nicola } and Fabio Crestani and Marie-Francine Moens and Josiane Mothe and Fabrizio Silvestri and {Di Nunzio}, {Giorgio Maria } and Claudia Hauff and Gianmaria Silvello",
booktitle = "Advances in Information Retrieval",
address = "Switzerland",

}

Karkulahti, OM, Pivovarova, L, Du, M, Kangasharju, JAT & Yangarber, R 2016, Tracking interactions across business news, social media, and stock fluctuations. julkaisussa N Ferro, F Crestani, M-F Moens, J Mothe, F Silvestri, GM Di Nunzio, C Hauff & G Silvello (toim), Advances in Information Retrieval: 38th European Conference on IR Research, ECIR 2016 Padua, Italy, March 20–23, 2016, Proceedings. Lecture Notes in Computer Science, Vuosikerta 9626, Springer International Publishing AG, Cham, Sivut 735–740, European Conference on Information Retrieval, Padua, Italia, 20/03/2016.

Tracking interactions across business news, social media, and stock fluctuations. / Karkulahti, Ossi Mikael; Pivovarova, Lidia; Du, Mian; Kangasharju, Jussi Antti Tapio; Yangarber, Roman.

Advances in Information Retrieval: 38th European Conference on IR Research, ECIR 2016 Padua, Italy, March 20–23, 2016, Proceedings. toim. / Nicola Ferro; Fabio Crestani; Marie-Francine Moens; Josiane Mothe; Fabrizio Silvestri; Giorgio Maria Di Nunzio; Claudia Hauff; Gianmaria Silvello. Cham : Springer International Publishing AG, 2016. s. 735–740 (Lecture Notes in Computer Science; Vuosikerta 9626).

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

TY - GEN

T1 - Tracking interactions across business news, social media, and stock fluctuations

AU - Karkulahti, Ossi Mikael

AU - Pivovarova, Lidia

AU - Du, Mian

AU - Kangasharju, Jussi Antti Tapio

AU - Yangarber, Roman

N1 - Volume: Proceeding volume:

PY - 2016

Y1 - 2016

N2 - In this paper we study the interactions between how companies are mentioned in news, their presence on social media, and daily fluctuation in their stock prices. Our experiments demonstrate that for some entities these time series can be correlated in interesting ways, though for others the correspondences are more opaque. In this study, social media presence is measured by counting Wikipedia page hits. This work is done in a context of building a system for aggregating and analyzing news text, which aims to help the user track business trends; we show results obtainable by the system.

AB - In this paper we study the interactions between how companies are mentioned in news, their presence on social media, and daily fluctuation in their stock prices. Our experiments demonstrate that for some entities these time series can be correlated in interesting ways, though for others the correspondences are more opaque. In this study, social media presence is measured by counting Wikipedia page hits. This work is done in a context of building a system for aggregating and analyzing news text, which aims to help the user track business trends; we show results obtainable by the system.

KW - 113 Computer and information sciences

M3 - Conference contribution

SN - 978-3-319-30670-4

T3 - Lecture Notes in Computer Science

SP - 735

EP - 740

BT - Advances in Information Retrieval

A2 - Ferro, Nicola

A2 - Crestani, Fabio

A2 - Moens, Marie-Francine

A2 - Mothe, Josiane

A2 - Silvestri, Fabrizio

A2 - Di Nunzio, Giorgio Maria

A2 - Hauff, Claudia

A2 - Silvello, Gianmaria

PB - Springer International Publishing AG

CY - Cham

ER -

Karkulahti OM, Pivovarova L, Du M, Kangasharju JAT, Yangarber R. Tracking interactions across business news, social media, and stock fluctuations. julkaisussa Ferro N, Crestani F, Moens M-F, Mothe J, Silvestri F, Di Nunzio GM, Hauff C, Silvello G, toimittajat, Advances in Information Retrieval: 38th European Conference on IR Research, ECIR 2016 Padua, Italy, March 20–23, 2016, Proceedings. Cham: Springer International Publishing AG. 2016. s. 735–740. (Lecture Notes in Computer Science).