mlsanityData to 7 Oct 2026

Keyword Decisions in Sponsored Search Advertising: A Literature Review and Research Agenda

arXiv 2302.12372 ↗First posted 24 Feb 2023cs.IR cs.AI cs.LGcited by 1

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Abstract (arXiv)

In sponsored search advertising (SSA), keywords serve as the basic unit of business model, linking three stakeholders: consumers, advertisers and search engines. This paper presents an overarching framework for keyword decisions that highlights the touchpoints in search advertising management, including four levels of keyword decisions, i.e., domain-specific keyword pool generation, keyword targeting, keyword assignment and grouping, and keyword adjustment. Using this framework, we review the state-of-the-art research literature on keyword decisions with respect to techniques, input features and evaluation metrics. Finally, we discuss evolving issues and identify potential gaps that exist in the literature and outline novel research perspectives for future exploration.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 16 of its 114 references that are in the map. First posted on arXiv 24 Feb 2023.

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16 of 114 references.

References · 16

  1. 2013Distributed Representations of Words and Phrases and their Compositionalitycited by 3,462
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  10. 2016Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertisingcited by 12
  11. 2023Causality-based CTR Prediction using Graph Neural Networkscited by 9
  12. 2019Domain-Constrained Advertising Keyword Generationcited by 8
4 more
  1. 2022Keyword Optimization in Sponsored Search Advertising: A Multi-Level Computational Frameworkcited by 4
  2. 2022Keyword Targeting Optimization in Sponsored Search Advertising: Combining Selection and Matchingcited by 4
  3. 2022Aggregate effects of advertising decisions: a complex systems look at search engine advertising via an experimental studycited by 3
  4. 2022Optimal Keywords Grouping in Sponsored Search Advertising under Uncertain Environmentscited by 2

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