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The Path to the Game Recommender Engine

The development of a personalized game recommendation engine serves to bridge the gap between gamer motivation profiles and actionable game discovery.

  • Quantic Foundry developed a game recommender engine by leveraging data from over 140,000 Gamer Motivation Profile participants to identify and match similar player profiles.
  • To prevent popular titles like World of Warcraft or GTA from dominating recommendations, the engine uses a 'QF score' that adjusts a game's local frequency against its baseline popularity.
  • The team processed over 22,000 unique game title entries by using Mechanical Turk to standardize text inputs against Wikipedia entries, ensuring consistent data for analysis.
Quantic FoundryOct 2015
Cover of GuiltyGearXrd's Art Style : The X Factor Between 2D and 3D
59 min
Game Developers Conference59 min

GuiltyGearXrd's Art Style : The X Factor Between 2D and 3D

The transition of the Guilty Gear franchise from traditional 2D sprites to a 3D framework represents a significant technical and aesthetic milestone in fighting game development.

  • The Guilty Gear Xrd development team achieved a 2D aesthetic in 3D by rejecting standard rendering conventions like normal maps and global lighting, which they identified as causes of a generic digital appearance.
  • The workflow prioritizes manual artist intervention over automated rendering, utilizing Unreal Engine 3 and Softimage to treat each frame as a hand-posed keyframe.
  • Visual consistency is maintained by manipulating vertex-based data—specifically vertex colors, surface normals, and lighting vectors—rather than relying on resolution-dependent textures.
Game Developers ConferenceMay 2015
Cover of DICE and Massive founders on Nordic gaming scene
5 min
PocketGamer.biz5 min

DICE and Massive founders on Nordic gaming scene

The Nordic gaming industry has evolved from a nascent collection of hobbyist projects into a robust, global epicenter of game development.

  • The Nordic gaming industry evolved from a 1990s hobbyist demo scene into a global development hub, catalyzed by the mid-1990s success of titles like Battlefield.
  • The industry has transitioned from a landscape of isolated studios to a diverse ecosystem anchored by major companies and a dense network of spin-off developers.
  • The democratization of development tools, specifically Unity and Unreal Engine, has significantly lowered entry barriers and reduced reliance on traditional publisher-led models.
PocketGamer.bizMay 2015
Cover of Some trends from GDC 2015
11 min
PocketGamer.biz11 min

Some trends from GDC 2015

The 2015 Game Developers Conference (GDC) in San Francisco served as a primary venue for major engine providers to refine their market strategies and for industry leaders to re-evaluate player engagement terminology.

  • Epic Games transitioned Unreal Engine 4 to a free-to-access model, shifting its monetization to a 5% royalty fee on live product revenue.
  • Unity Technologies introduced a tiered pricing structure, offering a free Personal Edition alongside a professional subscription service priced at $75 per seat per month.
  • Major engine providers are aggressively targeting mobile developers by lowering barriers to entry and increasing the accessibility of high-performance development tools.
PocketGamer.bizMar 2015
Cover of Interactive XMF: File Format Specification
Whitepaper55 pages

Interactive XMF: File Format Specification

Interactive XMF (iXMF) serves as an open, interoperable standard for adaptive audio in gaming and interactive media.

  • Interactive XMF (iXMF) is an open, interoperable file format that bundles MIDI, digital audio, and scripting into a unified structure for dynamic, event-driven game audio.
  • The iXMF Engine utilizes a stack-based expression processor to manipulate 32-bit signed integer variables across global, cue-specific, and instance-specific scopes.
  • Developers can implement complex, non-linear audio through a built-in scripting language that supports conditional logic, DSP parameter adjustments, and memory management.
Interactive Audio Special Interest GroupFeb 2008
Cover of GREE FY2018 Annual Securities Report
Financial report105 pages

GREE FY2018 Annual Securities Report

GREE, Inc.’s fiscal year 2018 annual report outlines a period of financial stabilization and strategic transition for the Japan-based mobile gaming and digital media company.

  • GREE’s net sales grew 19.2% to 77,925 million yen in FY2018, driven primarily by increased mobile game coin consumption.
  • Profit attributable to owners of the parent fell to 4,708 million yen from 12,116 million yen in the previous year, impacted by a 3,150 million yen impairment loss on goodwill and the absence of prior-year extraordinary income.
  • The company maintains a strong financial position with an 89.9% equity ratio, 87,196 million yen in cash, and zero long-term interest-bearing debt.
GREE
Cover of GREE Annual Securities Report 2019
Financial report112 pages

GREE Annual Securities Report 2019

The 2019 Annual Securities Report for GREE, Inc. provides a comprehensive overview of the company’s financial performance, governance structure, and operational strategy for the fiscal year ending June 30, 2019.

  • GREE experienced a significant financial downturn in fiscal year 2019, with consolidated net sales falling 9.0% to 70,936 million yen and operating profit declining 41.9% year-on-year.
  • The company maintains a strong balance sheet with 84,472 million yen in cash and equivalents, an 89.9% equity ratio, and zero long-term interest-bearing debt.
  • Financial performance was negatively impacted by increased investment activities, impairment losses related to the acquisition of ORATTA, Inc., and a broader decline in the mobile gaming sector.
GREE
Cover of GREE, Inc. Annual Securities Report: The 16th Fiscal Term
Financial report121 pages

GREE, Inc. Annual Securities Report: The 16th Fiscal Term

GREE, Inc.’s 16th fiscal term report, covering the period ending June 30, 2020, details a challenging financial year characterized by declining revenues and profits.

  • GREE, Inc. experienced a decline in the fiscal year ending June 30, 2020, with consolidated net sales falling 11.7% to 62,665 million yen and profit attributable to owners of the parent dropping 22.3% to 2,709 million yen.
  • The company maintains a strong financial position with an 89.3% equity ratio and 87,018 million yen in cash and cash equivalents, supporting ongoing share buybacks and dividend payments.
  • Management is executing an 'Engine × IP × Global' strategy to counter intense competition and regulatory pressure on game monetization, while diversifying into advertising, media, and the VTuber sector.
GREE
Cover of GREE Annual Securities Report: 18th Fiscal Term
Financial report139 pages

GREE Annual Securities Report: 18th Fiscal Term

The GREE, Inc. Annual Securities Report for the 18th fiscal term, covering July 2021 through June 2022, details a period of strategic reorganization and financial growth.

GREE
Cover of Koei Tecmo Holdings Integrated Report 2022
Report32 pages

Koei Tecmo Holdings Integrated Report 2022

Koei Tecmo Holdings maintains a consistent trajectory of financial expansion, marked by twelve consecutive years of profit growth.

  • Koei Tecmo has achieved twelve consecutive years of profit growth and is targeting 100 billion yen in net sales and 40 billion yen in operating profit by fiscal year 2024.
  • Overseas sales accounted for nearly 50% of total revenue in fiscal year 2021, driven by a strategy of global expansion for Asian-themed historical intellectual properties.
  • The company maintains a robust financial position with total assets exceeding 219 billion yen and a consistent shareholder distribution ratio of 50%.
Koei Tecmo Holdings
Cover of Koei Tecmo Holdings Integrated Report 2023
Report55 pages

Koei Tecmo Holdings Integrated Report 2023

Koei Tecmo Holdings aims to establish itself as the world’s leading digital entertainment company by synthesizing creative innovation with disciplined financial management.

  • Koei Tecmo achieved record-high sales of 78.4 billion yen in fiscal year 2022, more than doubling the 37.6 billion yen reported in 2013.
  • The company maintains a 50% total distribution ratio for shareholders, supported by a conservative financial policy of expensing all development costs as they occur to avoid future impairment losses.
  • Operational stability is bolstered by an industry-leading 4.6% employee turnover rate, attributed to competitive compensation and comprehensive training programs.
Koei Tecmo
Cover of Online Application Open for Kreativ-Transfer: Hamburg
Article

Online Application Open for Kreativ-Transfer: Hamburg

The Kreativ-Transfer initiative provides financial support to independent game studios and developers based in Germany, facilitating their participation in key industry networking events and exhibitions.

  • The Kreativ-Transfer initiative provides grants covering up to 70 percent of travel, accommodation, and exhibition costs for independent German game studios.
  • Applicants can receive a maximum grant of 1,000 to 2,000 euros to attend industry events and networking opportunities.
  • To qualify, studios must be based in Germany, employ no more than 20 permanent staff, and demonstrate an inability to fund attendance independently.
Gamecity Hamburg