Collaborative Product Innovation Model with Large Language Models and Agentic Systems

Zachary Matthew Alabastro; Stephen Daeniel Mansueto; Joseph Benjamin Ilagan

doi:10.1007/978-981-96-6938-7_23

Collaborative Product Innovation Model with Large Language Models and Agentic Systems

Zachary Matthew Alabastro
, Stephen Daeniel Mansueto
, Joseph Benjamin Ilagan

Department of Quantitative Methods and Information Technology

Ateneo de Manila University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings of 10th International Congress on Information and Communication Technology, ICICT 2025
Editors	Xin-She Yang, R. Simon Sherratt, Nilanjan Dey, Amit Joshi
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	271-281
Number of pages	11
ISBN (Print)	9789819669370
DOIs	https://doi.org/10.1007/978-981-96-6938-7_23
State	Published - 2025
Event	10th International Congress on Information and Communication Technology, ICICT 2025 - London, United Kingdom Duration: Feb 18 2025 → Feb 21 2025

Publication series

Name	Lecture Notes in Networks and Systems
Volume	1441 LNNS
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

Conference

Conference	10th International Congress on Information and Communication Technology, ICICT 2025
Country/Territory	United Kingdom
City	London
Period	2/18/25 → 2/21/25

ASJC Scopus Subject Areas

Control and Systems Engineering
Signal Processing
Computer Networks and Communications

Keywords

Agentic ai systems
ChatGPT-4o
Cosine similarity
Few-shot inferencing
Homo silicus
Large language model
Product innovation
Qualitative customer feedback

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1007/978-981-96-6938-7_23

Cite this

Alabastro, Z. M., Mansueto, S. D., & Ilagan, J. B. (2025). Collaborative Product Innovation Model with Large Language Models and Agentic Systems. In X.-S. Yang, R. S. Sherratt, N. Dey, & A. Joshi (Eds.), Proceedings of 10th International Congress on Information and Communication Technology, ICICT 2025 (pp. 271-281). (Lecture Notes in Networks and Systems; Vol. 1441 LNNS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-96-6938-7_23

Collaborative Product Innovation Model with Large Language Models and Agentic Systems. / Alabastro, Zachary Matthew; Mansueto, Stephen Daeniel; Ilagan, Joseph Benjamin.
Proceedings of 10th International Congress on Information and Communication Technology, ICICT 2025. ed. / Xin-She Yang; R. Simon Sherratt; Nilanjan Dey; Amit Joshi. Springer Science and Business Media Deutschland GmbH, 2025. p. 271-281 (Lecture Notes in Networks and Systems; Vol. 1441 LNNS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Alabastro, ZM, Mansueto, SD & Ilagan, JB 2025, Collaborative Product Innovation Model with Large Language Models and Agentic Systems. in X-S Yang, RS Sherratt, N Dey & A Joshi (eds), Proceedings of 10th International Congress on Information and Communication Technology, ICICT 2025. Lecture Notes in Networks and Systems, vol. 1441 LNNS, Springer Science and Business Media Deutschland GmbH, pp. 271-281, 10th International Congress on Information and Communication Technology, ICICT 2025, London, United Kingdom, 2/18/25. https://doi.org/10.1007/978-981-96-6938-7_23

Alabastro ZM, Mansueto SD, Ilagan JB. Collaborative Product Innovation Model with Large Language Models and Agentic Systems. In Yang XS, Sherratt RS, Dey N, Joshi A, editors, Proceedings of 10th International Congress on Information and Communication Technology, ICICT 2025. Springer Science and Business Media Deutschland GmbH. 2025. p. 271-281. (Lecture Notes in Networks and Systems). doi: 10.1007/978-981-96-6938-7_23

Alabastro, Zachary Matthew ; Mansueto, Stephen Daeniel ; Ilagan, Joseph Benjamin. / Collaborative Product Innovation Model with Large Language Models and Agentic Systems. Proceedings of 10th International Congress on Information and Communication Technology, ICICT 2025. editor / Xin-She Yang ; R. Simon Sherratt ; Nilanjan Dey ; Amit Joshi. Springer Science and Business Media Deutschland GmbH, 2025. pp. 271-281 (Lecture Notes in Networks and Systems).

@inproceedings{a6764014784448d4bb3f67d4da82bd9c,

title = "Collaborative Product Innovation Model with Large Language Models and Agentic Systems",

keywords = "Agentic ai systems, ChatGPT-4o, Cosine similarity, Few-shot inferencing, Homo silicus, Large language model, Product innovation, Qualitative customer feedback",

author = "Alabastro, \{Zachary Matthew\} and Mansueto, \{Stephen Daeniel\} and Ilagan, \{Joseph Benjamin\}",

note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.; 10th International Congress on Information and Communication Technology, ICICT 2025 ; Conference date: 18-02-2025 Through 21-02-2025",

year = "2025",

doi = "10.1007/978-981-96-6938-7\_23",

language = "English",

isbn = "9789819669370",

series = "Lecture Notes in Networks and Systems",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "271--281",

editor = "Xin-She Yang and Sherratt, \{R. Simon\} and Nilanjan Dey and Amit Joshi",

booktitle = "Proceedings of 10th International Congress on Information and Communication Technology, ICICT 2025",

}

TY - GEN

T1 - Collaborative Product Innovation Model with Large Language Models and Agentic Systems

AU - Alabastro, Zachary Matthew

AU - Mansueto, Stephen Daeniel

AU - Ilagan, Joseph Benjamin

N1 - Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

PY - 2025

Y1 - 2025

KW - Agentic ai systems

KW - ChatGPT-4o

KW - Cosine similarity

KW - Few-shot inferencing

KW - Homo silicus

KW - Large language model

KW - Product innovation

KW - Qualitative customer feedback

UR - https://www.scopus.com/pages/publications/105020388773

UR - https://www.scopus.com/pages/publications/105020388773#tab=citedBy

U2 - 10.1007/978-981-96-6938-7_23

DO - 10.1007/978-981-96-6938-7_23

M3 - Conference contribution

AN - SCOPUS:105020388773

SN - 9789819669370

T3 - Lecture Notes in Networks and Systems

SP - 271

EP - 281

BT - Proceedings of 10th International Congress on Information and Communication Technology, ICICT 2025

A2 - Yang, Xin-She

A2 - Sherratt, R. Simon

A2 - Dey, Nilanjan

A2 - Joshi, Amit

PB - Springer Science and Business Media Deutschland GmbH

T2 - 10th International Congress on Information and Communication Technology, ICICT 2025

Y2 - 18 February 2025 through 21 February 2025

ER -